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González-Rodríguez S, Trueba-Santiso A, Lu-Chau TA, Moreira MT, Eibes G. Valorization of bioethanol by-products to produce unspecific peroxygenase with Agrocybe aegerita: technological and proteomic perspectives. N Biotechnol 2023; 76:63-71. [PMID: 37169331 DOI: 10.1016/j.nbt.2023.05.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 03/22/2023] [Accepted: 05/08/2023] [Indexed: 05/13/2023]
Abstract
Unspecific peroxygenase (UPO) presents a wide range of biotechnological applications. This study targets the use of by-products from bioethanol synthesis to produce UPO by Agrocybe aegerita. Solid-state and submerged fermentations (SSF and SmF) were evaluated, achieving the highest titers of UPO and laccase in SmF using vinasse as nutrients source. Optimized UPO production of 331U/L was achieved in 50% (v:v) vinasse with an inoculum grown for 14 days. These conditions were scaled-up to a 4L reactor, achieving a UPO activity of 265U/L. Fungal proteome expression was analyzed before and after UPO activity appeared by shotgun mass spectrometry proteomics. Laccase, dye-decolorizing peroxidases (DyP), lectins and proteins involved in reactive oxygen species (ROS) production and control were detected (in addition to UPO). Interestingly, the metabolism of complex sugars and nitrogen sources had a different activity at the beginning and end of the submerged fermentation. DATA AVAILABILITY: The data used to support the findings of this study are available from the corresponding author upon reasonable request.
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Affiliation(s)
- Sandra González-Rodríguez
- CRETUS, Department of Chemical Engineering, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Galicia, Spain.
| | - Alba Trueba-Santiso
- CRETUS, Department of Chemical Engineering, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Galicia, Spain
| | - Thelmo A Lu-Chau
- CRETUS, Department of Chemical Engineering, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Galicia, Spain
| | - María Teresa Moreira
- CRETUS, Department of Chemical Engineering, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Galicia, Spain
| | - Gemma Eibes
- CRETUS, Department of Chemical Engineering, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Galicia, Spain
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2
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Digestate Post-Treatment Strategies for Additional Biogas Recovery: A Review. SUSTAINABILITY 2021. [DOI: 10.3390/su13169295] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Anaerobic digestion (AD) is a process in which microorganisms, under oxygen-free conditions, convert organic matter into biogas and digestate. Normally, only 40–70% of biomass is converted into biogas; therefore, digestate still contains significant amounts of degradable organic matter and biogas potential. The recovery of this residual biogas potential could optimize substrate utilization and lower methane emissions during digestate storage and handling. Post-treatment methods have been studied with the aim of enhancing the recovery of biogas from digestate. This review summarizes the studies in which these methods have been applied to agricultural and wastewater digestate and gives a detailed overview of the existing scientific knowledge in the field. The current studies have shown large variation in outcomes, which reflects differences in treatment conditions and digestate compositions. While studies involving biological post-treatment of digestate are still limited, mechanical methods have been relatively more explored. In some cases, they could increase methane yields of digestate; however, the extra gain in methane has often not covered treatment energy inputs. Thermal and chemical methods have been studied the most and have yielded some promising results. Despite all the research conducted in the area, several knowledge gaps still should be addressed. For a more thorough insight of the pros and cons within post-treatment, more research where the effects of the treatments are tested in continuous AD systems, along with detailed economic analysis, should be performed.
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3
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Robinson JR, Isikhuemhen OS, Anike FN. Fungal-Metal Interactions: A Review of Toxicity and Homeostasis. J Fungi (Basel) 2021; 7:225. [PMID: 33803838 PMCID: PMC8003315 DOI: 10.3390/jof7030225] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 03/15/2021] [Accepted: 03/17/2021] [Indexed: 12/18/2022] Open
Abstract
Metal nanoparticles used as antifungals have increased the occurrence of fungal-metal interactions. However, there is a lack of knowledge about how these interactions cause genomic and physiological changes, which can produce fungal superbugs. Despite interest in these interactions, there is limited understanding of resistance mechanisms in most fungi studied until now. We highlight the current knowledge of fungal homeostasis of zinc, copper, iron, manganese, and silver to comprehensively examine associated mechanisms of resistance. Such mechanisms have been widely studied in Saccharomyces cerevisiae, but limited reports exist in filamentous fungi, though they are frequently the subject of nanoparticle biosynthesis and targets of antifungal metals. In most cases, microarray analyses uncovered resistance mechanisms as a response to metal exposure. In yeast, metal resistance is mainly due to the down-regulation of metal ion importers, utilization of metallothionein and metallothionein-like structures, and ion sequestration to the vacuole. In contrast, metal resistance in filamentous fungi heavily relies upon cellular ion export. However, there are instances of resistance that utilized vacuole sequestration, ion metallothionein, and chelator binding, deleting a metal ion importer, and ion storage in hyphal cell walls. In general, resistance to zinc, copper, iron, and manganese is extensively reported in yeast and partially known in filamentous fungi; and silver resistance lacks comprehensive understanding in both.
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Affiliation(s)
| | - Omoanghe S. Isikhuemhen
- Department of Natural Resources and Environmental Design, North Carolina Agricultural and Technical State University, 1601 East Market Street, Greensboro, NC 27411, USA; (J.R.R.); (F.N.A.)
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Ligninolytic enzymes production during polycyclic aromatic hydrocarbons degradation: effect of soil pH, soil amendments and fungal co-cultivation. Biodegradation 2021; 32:193-215. [PMID: 33725325 DOI: 10.1007/s10532-021-09933-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Accepted: 02/23/2021] [Indexed: 10/21/2022]
Abstract
Soil microorganisms play an important role in the degradation of PAHs and use various metabolic pathways for this process. The effect of soil pH, different soil amendments and the co-cultivation of fungi on the degradation of PAHs in soil and on the activity of ligninolytic enzymes was evaluated. For that purpose, three fungi were studied: Trichoderma viride, Penicillium chrysogenum and Agrocybe aegerita. Biodegradation assays with a mixture of 200 ppm PAHs (fluorene, pyrene, chrysene, and benzo[a]pyrene-50 ppm each) were set up at room temperature for 8 weeks. The maximum laccase activity by solid state fermentation-SSF (7.43 U/g) was obtained by A. aegerita on kiwi peels with 2 weeks and the highest manganese peroxidase activity (7.21 U/g) was reached in 4 weeks, both at pH 7. Fluorene, pyrene, and benzo[a]pyrene achieved higher degradation rates in soil at pH 5, while chrysene was more degradable at pH 7. About 85-90% of the PAHs were degraded by fungal remediation. The highest degradation of fluorene was achieved by co-cultivation of A. aegerita and P. chrysogenum, remaining 14% undegradable. Around 13% of pyrene stay undegradable by A. aegerita and T. viride and by A. aegerita and P. chrysogenum, both systems supported in kiwi peels, while 11% of chrysene remained in soil by the co-cultivation of these fungi, supported by peanut shells. Regarding benzo[a]pyrene, 13% remained in soil after treatment with A. aegerita. Despite the increase in degradation of some PAHs with co-cultivation, higher enzyme production during degradation was observed when fungi were cultivated alone.
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5
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Wang H, Bi X, Clift R. A case study on integrating anaerobic digestion into agricultural activities in British Columbia: Environmental, economic and policy analysis. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2021; 271:116279. [PMID: 33387777 DOI: 10.1016/j.envpol.2020.116279] [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: 08/19/2020] [Revised: 12/02/2020] [Accepted: 12/08/2020] [Indexed: 06/12/2023]
Abstract
This paper provides an example of the kind of analysis needed to support better targeted policies to reduce the environmental impacts of agricultural activities, using the specific case of Anaerobic Digestion (AD) to treat animal manure and other agricultural and food wastes in British Columbia (BC). Economic and life cycle environmental performance metrics are estimated to compare integrated and stand-alone systems using the resulting biogas and digestate. Using biogas for heating outperforms purifying it for distribution as renewable natural gas (RNG). However, current policy and energy prices in BC perversely support RNG, making biogas-fired heating systems economically unattractive. The performance of biogas-fired heating system can be improved and their dependence on subsidies reduced by integration with local agricultural activities, exploiting CO2 and digestate as by-products. Biogenic CO2, from combustion of the biogas and from mushroom cultivation, can displace natural gas use in producing CO2-enriched atmospheres to enhance growth rates in greenhouse production. Using digestate as growing media in greenhouses and mushroom cultivation can generate significant revenues but the environmental benefits are nugatory. Co-digestion of food waste can further improve performance by increasing biogas yield. With all extra benefits combined, integrated AD systems can increase both GHG mitigation and revenues by at least 80%. The analysis illustrates the general point that, to avoid perverse outcomes, policy measures must support options based on their actual GHG mitigation benefits, rather than targetting any specific technology.
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Affiliation(s)
- Haoqi Wang
- Department of Chemical and Biological Engineering, University of British Columbia, 2360 East Mall, Vancouver, BC, V6T 1Z3, Canada.
| | - Xiaotao Bi
- Department of Chemical and Biological Engineering, University of British Columbia, 2360 East Mall, Vancouver, BC, V6T 1Z3, Canada; Clean Energy Research Centre, University of British Columbia, 2360 East Mall, Vancouver, BC, V6T 1Z3, Canada.
| | - Roland Clift
- Department of Chemical and Biological Engineering, University of British Columbia, 2360 East Mall, Vancouver, BC, V6T 1Z3, Canada; Centre for Environment and Sustainability, University of Surrey, Guildford, Surrey, GU2 7XH, United Kingdom.
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6
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Fungal Pretreatments on Non-Sterile Solid Digestate to Enhance Methane Yield and the Sustainability of Anaerobic Digestion. SUSTAINABILITY 2020. [DOI: 10.3390/su12208549] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Fungi can run feedstock pretreatment to improve the hydrolysis and utilization of recalcitrant lignocellulose-rich biomass during anaerobic digestion (AD). In this study, three fungal strains (Coprinopsis cinerea MUT 6385, Cyclocybe aegerita MUT 5639, Cephalotrichum stemonitis MUT 6326) were inoculated in the non-sterile solid fraction of digestate, with the aim to further (re)use it as a feedstock for AD. The application of fungal pretreatments induced changes in the plant cell wall polymers, and different profiles were observed among strains. Significant increases (p < 0.05) in the cumulative biogas and methane yields with respect to the untreated control were observed. The most effective pretreatment was carried out for 20 days with C. stemonitis, causing the highest hemicellulose, lignin, and cellulose reduction (59.3%, 9.6%, and 8.2%, respectively); the cumulative biogas and methane production showed a 182% and 214% increase, respectively, compared to the untreated control. The increase in AD yields was ascribable both to the addition of fungal biomass, which acted as an organic feedstock, and to the lignocellulose transformation due to fungal activity during pretreatments. The developed technologies have the potential to enhance the anaerobic degradability of solid digestate and untap its biogas potential for a further digestion step, thus allowing an improvement in the environmental and economic sustainability of the AD process and the better management of its by-products.
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7
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Degradative Ability of Mushrooms Cultivated on Corn Silage Digestate. Molecules 2020; 25:molecules25133020. [PMID: 32630357 PMCID: PMC7412174 DOI: 10.3390/molecules25133020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 06/29/2020] [Accepted: 06/30/2020] [Indexed: 11/16/2022] Open
Abstract
The current management practice of digestate from biogas plants involves its use for land application as a fertilizer. Nevertheless, the inadequate handling of digestate may cause environmental risks due to losses of ammonia, methane and nitrous oxide. Therefore, the key goals of digestate management are to maximize its value by developing new digestate products, reducing its dependency on soil application and the consequent air pollution. The high nitrogen and lignin content in solid digestate make it a suitable substrate for edible and medicinal mushroom cultivation. To this aim, the mycelial growth rate and degradation capacity of the lignocellulosic component from corn silage digestate, undigested wheat straw and their mixture were investigated on Cyclocybe aegerita, Coprinus comatus, Morchella importuna, Pleurotus cornucopiae and Pleurotus ostreatus. The structural modification of the substrates was performed by using attenuated total reflectance-Fourier transform infrared (ATR-FTIR) spectroscopy. Preliminary in vitro results demonstrated the ability of P. ostreatus, P. cornucopiae and M. importuna to grow and decay hemicellulose and lignin of digestate. Cultivation trials were carried out on C. aegerita, P. cornucopiae and P. ostreatus. Pleurotus ostreatus showed the highest biological efficiency and fruiting body production in the presence of the digestate; moreover, P. ostreatus and P. cornucopiae were able to degrade the lignin. These results provide attractive perspectives both for more sustainable digestate management and for the improvement of mushroom cultivation efficiency.
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8
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Gbylik-Sikorska M, Gajda A, Nowacka-Kozak E, Posyniak A. Doxycycline transfer from substrate to white button mushroom (Agaricus bisporus) and assessment of the potential consumer exposure. Food Chem 2020; 324:126867. [PMID: 32344345 DOI: 10.1016/j.foodchem.2020.126867] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Revised: 04/17/2020] [Accepted: 04/18/2020] [Indexed: 10/24/2022]
Abstract
The presence of antibiotic residues in the food chain may pose a serious risk to human health. Locating and evaluating new sources of consumer exposure to antibiotic residues in food is a very important element of health protection. The possibility of doxycycline uptake from the substrate for mushroom cultivation by the white button mushroom (Agaricus bisporus) fruit body was investigated. Mushrooms were experimentally cultivated on substrate contaminated with 8 different doxycycline concentrations in substrate and analyte concentrations in mushroom samples were measured using ultra-high performance liquid chromatography - triple quadrupole tandem mass spectrometry (UHPLC-MS/MS) The obtained results clearly indicated that doxycycline transfers from contaminated substrate to mushrooms at concentrations ranging from 0.87 to 72.3 µg/kg, depending on substrate contamination concentration level and order of harvesting.
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Affiliation(s)
- Małgorzata Gbylik-Sikorska
- Department of Pharmacology and Toxicology, National Veterinary Research Institute, Al. Partyzantów 57, 24-100 Puławy, Poland.
| | - Anna Gajda
- Department of Pharmacology and Toxicology, National Veterinary Research Institute, Al. Partyzantów 57, 24-100 Puławy, Poland
| | - Ewelina Nowacka-Kozak
- Department of Pharmacology and Toxicology, National Veterinary Research Institute, Al. Partyzantów 57, 24-100 Puławy, Poland
| | - Andrzej Posyniak
- Department of Pharmacology and Toxicology, National Veterinary Research Institute, Al. Partyzantów 57, 24-100 Puławy, Poland
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9
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O'Brien BJ, Milligan E, Carver J, Roy ED. Integrating anaerobic co-digestion of dairy manure and food waste with cultivation of edible mushrooms for nutrient recovery. BIORESOURCE TECHNOLOGY 2019; 285:121312. [PMID: 30978584 DOI: 10.1016/j.biortech.2019.121312] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 03/31/2019] [Accepted: 04/01/2019] [Indexed: 06/09/2023]
Abstract
State-level policies in the New England region of the United States require diversion of organic materials away from landfills. One management option for food waste is anaerobic co-digestion with dairy manure. In addition to biogas, anaerobic digestion produces separated solid and liquid digestates. Solid digestates in the region are typically recycled as animal bedding before returning to the digester and liquids are used to fertilize local soils. Repeated land application of nutrients can contribute to eutrophication risk over time and alternative models are needed to convert digestates into valuable export products. We tested solid digestates derived from dairy manure and food waste as substrate ingredients in the cultivation of Pleurotus ostreatus. We show these materials can be used to offset non-local substrate ingredients while achieving mushroom yields comparable to commercial recipes. This strategy could help divert nutrients away from land adjacent to digesters and into safe, protein-rich food, while producing useful spent mushroom substrate.
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Affiliation(s)
- Brendan J O'Brien
- Rubenstein School of Environment and Natural Resources, University of Vermont, Burlington, VT 05405, USA
| | - Eric Milligan
- New Hampshire Mushroom Company, Tamworth, NH 03886, USA
| | - Jon Carver
- North Spore Mushroom Company, Westbrook, ME 04092, USA
| | - Eric D Roy
- Rubenstein School of Environment and Natural Resources, University of Vermont, Burlington, VT 05405, USA; Gund Institute for Environment, University of Vermont, Burlington, VT 05405, USA.
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10
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Valorization of Olive By-Products as Substrates for the Cultivation of Ganoderma lucidum and Pleurotus ostreatus Mushrooms with Enhanced Functional and Prebiotic Properties. Catalysts 2019. [DOI: 10.3390/catal9060537] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
The successful management of olive by-products constitutes a major challenge due to their huge volume, high organic content, and toxicity. Olive-mill wastes (TPOMW) and olive pruning residues (OLPR) were evaluated as substrates for the cultivation of Ganoderma lucidum and Pleurotus ostreatus. Chemical composition, glucans, total phenolic content, and antioxidant activity were measured in mushrooms, and their prebiotic potential was assessed by examining their effect on the growth of four intestinal bacteria. Several substrates based on olive by-products had a positive impact on P. ostreatus mushroom production, whereas only one performed adequately for G. lucidum. Increased ratios of OLPR to wheat-straw resulted in an increase of crude protein content in P. ostreatus fruit-bodies by up to 42%, while G. lucidum mushrooms from OLPR-based substrates exhibited an up to three-fold increase in α-glucan, or a significant enhancement of β-glucan content, when compared to beech sawdust (control). The mushrooms’ FTIR spectra confirmed the qualitative/quantitative differentiation detected by standard assays. In regard to prebiotic properties, mushrooms powder supported or even enhanced growth of both Lactobacillus acidophilus and L. gasseri after 24/48 h of incubation. In contrast, a strain-specific pattern was observed in bifidobacteria; mushrooms hindered Bifidobacterium bifidum growth, whereas they supported a similar-to-glucose growth for B. longum.
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11
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Chaump K, Preisser M, Shanmugam SR, Prasad R, Adhikari S, Higgins BT. Leaching and anaerobic digestion of poultry litter for biogas production and nutrient transformation. WASTE MANAGEMENT (NEW YORK, N.Y.) 2019; 84:413-422. [PMID: 30466741 DOI: 10.1016/j.wasman.2018.11.024] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Revised: 11/01/2018] [Accepted: 11/13/2018] [Indexed: 06/09/2023]
Abstract
Anaerobic digestion of poultry litter is a potentially sustainable means of stabilizing this waste while generating biogas. However, technical challenges remain including seasonality of litter production, low C/N ratios, limited digestibility of bedding, and questions about transformation of nutrients during digestion. This study investigated biogas production and nutrient transformations during anaerobic digestion of poultry litter leachate and whole litter. Use of fresh litter collected from within the house was also compared to waste litter cake that was stored outdoors on the farm. The results showed that litter leachates had higher biomethane potential (0.24-0.30 L/gVS) than whole litter (0.15-0.16 L/gVS) and the insoluble bedding material left after leaching (0.08-0.13 L/gVS). Leachates prepared from waste litter cake had lower uric acid and higher acetic acid concentrations than fresh litter indicating that decomposition had occurred during storage. Consequently, waste litter cake had faster initial biogas production but lower final biogas yields compared to fresh litter. In all reactors, uric and acetic acids were completely consumed during digestion, phosphate levels decreased but ammonium levels increased. The results demonstrate that poultry litter leachate is amenable to digestion despite a low C/N ratio and that the remaining insoluble bedding material has been partially stripped of its nutrients. Moreover, litter can be stored prior to digestion but some losses in biomethane potential should be expected due to decomposition of organics during storage.
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Affiliation(s)
- Kristin Chaump
- Biosystems Engineering, Auburn University, Auburn, AL 36849, United States
| | - Matthew Preisser
- Biosystems Engineering, Auburn University, Auburn, AL 36849, United States; Environmental and Water Resource Engineering, University of Texas at Austin, 78712, United States
| | - Saravanan R Shanmugam
- Biosystems Engineering, Auburn University, Auburn, AL 36849, United States; School of Chemical and Biotechnology, SASTRA Deemed University, Tirumalaisamudram, TN 613401, India
| | - Rishi Prasad
- Crop, Soil, and Environmental Science, Auburn University, Auburn, AL 36849, United States
| | - Sushil Adhikari
- Biosystems Engineering, Auburn University, Auburn, AL 36849, United States; Center for Bioenergy and Bioproducts, Auburn University, Auburn, AL 36849, United States
| | - Brendan T Higgins
- Biosystems Engineering, Auburn University, Auburn, AL 36849, United States.
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12
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Gbylik-Sikorska M, Gajda A, Nowacka-Kozak E, Posyniak A. Simultaneous determination of 45 antibacterial compounds in mushrooms - Agaricus bisporus by ultra-high performance liquid chromatography-tandem mass spectrometry. J Chromatogr A 2019; 1587:111-118. [DOI: 10.1016/j.chroma.2018.12.013] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 11/29/2018] [Accepted: 12/09/2018] [Indexed: 02/03/2023]
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13
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Importance of a Laccase Gene (Lcc1) in the Development of Ganoderma tsugae. Int J Mol Sci 2018; 19:ijms19020471. [PMID: 29415422 PMCID: PMC5855693 DOI: 10.3390/ijms19020471] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2017] [Revised: 01/28/2018] [Accepted: 02/01/2018] [Indexed: 12/14/2022] Open
Abstract
In this study, a novel laccase gene (Lcc1) from Ganoderma tsugae was isolated and its functions were characterized in detail. The results showed that Lcc1 has the highest expression activity during mycelium development and fruit body maturation based on the analysis of Lcc1 RNA transcripts at different developmental stages of G. tsugae. To investigate the exact contribution of Lcc1 to mycelium and fruit body development in G. tsugae, Lcc1 transgenic strains were constructed by targeted gene replacement and over-expression approaches. The results showed that the lignin degradation rate in Lcc1 deletion mutant was much lower than the degradation efficiency of the wild-type (WT), over-expression and rescue strains. The lignin degradation activity of G. tsugae is dependent on Lcc1 and the deletion of Lcc1 exerted detrimental influences on the development of mycelium branch. Furthermore, the study uncovered that Lcc1 deletion mutants generated much shorter pale grey fruit bodies, suggesting that Lcc1 contributes directly to pigmentation and stipe elongation during fruit body development in G. tsugae. The information obtained in this study provides a novel and mechanistic insight into the specific role of Lcc1 during growth and development of G. tsugae.
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14
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Gupta DK, Rühl M, Mishra B, Kleofas V, Hofrichter M, Herzog R, Pecyna MJ, Sharma R, Kellner H, Hennicke F, Thines M. The genome sequence of the commercially cultivated mushroom Agrocybe aegerita reveals a conserved repertoire of fruiting-related genes and a versatile suite of biopolymer-degrading enzymes. BMC Genomics 2018; 19:48. [PMID: 29334897 PMCID: PMC5769442 DOI: 10.1186/s12864-017-4430-y] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2017] [Accepted: 12/29/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Agrocybe aegerita is an agaricomycete fungus with typical mushroom features, which is commercially cultivated for its culinary use. In nature, it is a saprotrophic or facultative pathogenic fungus causing a white-rot of hardwood in forests of warm and mild climate. The ease of cultivation and fructification on solidified media as well as its archetypal mushroom fruit body morphology render A. aegerita a well-suited model for investigating mushroom developmental biology. RESULTS Here, the genome of the species is reported and analysed with respect to carbohydrate active genes and genes known to play a role during fruit body formation. In terms of fruit body development, our analyses revealed a conserved repertoire of fruiting-related genes, which corresponds well to the archetypal fruit body morphology of this mushroom. For some genes involved in fruit body formation, paralogisation was observed, but not all fruit body maturation-associated genes known from other agaricomycetes seem to be conserved in the genome sequence of A. aegerita. In terms of lytic enzymes, our analyses suggest a versatile arsenal of biopolymer-degrading enzymes that likely account for the flexible life style of this species. Regarding the amount of genes encoding CAZymes relevant for lignin degradation, A. aegerita shows more similarity to white-rot fungi than to litter decomposers, including 18 genes coding for unspecific peroxygenases and three dye-decolourising peroxidase genes expanding its lignocellulolytic machinery. CONCLUSIONS The genome resource will be useful for developing strategies towards genetic manipulation of A. aegerita, which will subsequently allow functional genetics approaches to elucidate fundamentals of fruiting and vegetative growth including lignocellulolysis.
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Affiliation(s)
- Deepak K Gupta
- Senckenberg Biodiversity and Climate Research Centre (BiK-F), Frankfurt a. M., Germany.,Institute of Ecology, Evolution and Diversity, Goethe University Frankfurt, Frankfurt a. M., Germany.,LOEWE Cluster of Integrative Fungal Research (IPF), Frankfurt a. M., Germany
| | - Martin Rühl
- Institute of Food Chemistry and Food Biotechnology, Justus Liebig University Giessen, Giessen, Germany.,LOEWE Cluster of Integrative Fungal Research (IPF), Frankfurt a. M., Germany.,Project Group "Bioresources", Fraunhofer IME, Giessen, Germany
| | - Bagdevi Mishra
- Senckenberg Biodiversity and Climate Research Centre (BiK-F), Frankfurt a. M., Germany.,Institute of Ecology, Evolution and Diversity, Goethe University Frankfurt, Frankfurt a. M., Germany.,LOEWE Cluster of Integrative Fungal Research (IPF), Frankfurt a. M., Germany
| | - Vanessa Kleofas
- Institute of Food Chemistry and Food Biotechnology, Justus Liebig University Giessen, Giessen, Germany.,LOEWE Cluster of Integrative Fungal Research (IPF), Frankfurt a. M., Germany
| | - Martin Hofrichter
- International Institute (IHI) Zittau, Technische Universität Dresden, Zittau, Germany
| | - Robert Herzog
- Junior Research Group Genetics and Genomics of Fungi, Senckenberg Gesellschaft für Naturforschung, Frankfurt a. M., Germany.,Institute of Ecology, Evolution and Diversity, Goethe University Frankfurt, Frankfurt a. M., Germany.,LOEWE Cluster of Integrative Fungal Research (IPF), Frankfurt a. M., Germany
| | - Marek J Pecyna
- University of Applied Sciences Zittau/Görlitz, Zittau, Germany
| | - Rahul Sharma
- Senckenberg Biodiversity and Climate Research Centre (BiK-F), Frankfurt a. M., Germany.,Institute of Ecology, Evolution and Diversity, Goethe University Frankfurt, Frankfurt a. M., Germany.,LOEWE Cluster of Integrative Fungal Research (IPF), Frankfurt a. M., Germany
| | - Harald Kellner
- International Institute (IHI) Zittau, Technische Universität Dresden, Zittau, Germany
| | - Florian Hennicke
- Junior Research Group Genetics and Genomics of Fungi, Senckenberg Gesellschaft für Naturforschung, Frankfurt a. M., Germany. .,Institute of Ecology, Evolution and Diversity, Goethe University Frankfurt, Frankfurt a. M., Germany. .,LOEWE Cluster of Integrative Fungal Research (IPF), Frankfurt a. M., Germany. .,Department of Biology, Microbiology, Utrecht University, Utrecht, The Netherlands.
| | - Marco Thines
- Senckenberg Biodiversity and Climate Research Centre (BiK-F), Frankfurt a. M., Germany. .,Institute of Ecology, Evolution and Diversity, Goethe University Frankfurt, Frankfurt a. M., Germany. .,LOEWE Cluster of Integrative Fungal Research (IPF), Frankfurt a. M., Germany.
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15
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Musatti A, Ficara E, Mapelli C, Sambusiti C, Rollini M. Use of solid digestate for lignocellulolytic enzymes production through submerged fungal fermentation. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2017; 199:1-6. [PMID: 28521209 DOI: 10.1016/j.jenvman.2017.05.022] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2016] [Revised: 04/18/2017] [Accepted: 05/07/2017] [Indexed: 06/07/2023]
Abstract
Studies were performed on the use of the solid fraction of digestate (D) for the production of lignocellulolytic enzymes (endo- and exo-glucanase, xylanase, β-glucosidase and laccase) by fungi, in comparison with wheat straw (benchmark) (W). To date, this is the first report on the use of such an inexpensive substrate in a liquid environment. Submerged instead of solid state fermentation was applied to overcome pH inhibition and increase surface accessibility. A total of 21 fungal strains were tested: the most performing ones were Irpex lacteus DSM1183 for both β-glucosidase (52 IU/g with D, + 400% compared to W) and endo-glucanase (236 IU/g with D, + 470% compared to W), Schizophyllum commune CBS30132 for xylanase (715 IU/g with W, + 145% compared to D) and Pleurotus ostreatus ATCC96997 for laccase (124 IU/g with D, +230% compared to D). Cultures from S. commune and P. ostreatus were analyzed at the beginning and at the end of the growth test to determine soluble COD, total (TS) and volatile (VS) solids. COD was always lower at the end of the test suggesting a faster uptake than hydrolysis. P. ostreatus evidenced a higher VS reduction (-11% rather than -32%), suggesting a more effective growth of this strain on D. Results may open up new avenues for the utilization of solid digestate, an inexpensive agricultural by-product, for the production of value-added products as well as to increase biodegradation of lignocellulosic materials.
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Affiliation(s)
- Alida Musatti
- Università degli Studi di Milano, DEFENS, Section of Food Microbiology and Bioprocessing, Via G. Celoria 2, 20133, Milano, Italy
| | - Elena Ficara
- Politecnico di Milano, DICA, Environmental Section, Piazza L. da Vinci, 32, 20133, Milano, Italy
| | - Chiara Mapelli
- Università degli Studi di Milano, DEFENS, Section of Food Microbiology and Bioprocessing, Via G. Celoria 2, 20133, Milano, Italy
| | - Cecilia Sambusiti
- IATE, CIRAD, INRA, Montpellier SupAgro, Université de Montpellier, 34060, Montpellier, France
| | - Manuela Rollini
- Università degli Studi di Milano, DEFENS, Section of Food Microbiology and Bioprocessing, Via G. Celoria 2, 20133, Milano, Italy.
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16
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Koutrotsios G, Mountzouris KC, Chatzipavlidis I, Zervakis GI. Bioconversion of lignocellulosic residues by Agrocybe cylindracea and Pleurotus ostreatus mushroom fungi--assessment of their effect on the final product and spent substrate properties. Food Chem 2014; 161:127-35. [PMID: 24837930 DOI: 10.1016/j.foodchem.2014.03.121] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2013] [Revised: 02/27/2014] [Accepted: 03/25/2014] [Indexed: 11/28/2022]
Abstract
Nine agro-industrial and forestry by-products were subjected to solid-state fermentation by Agrocybe cylindracea and Pleurotus ostreatus, and the process and end-products were comparatively evaluated. Grape marc waste plus cotton gin trash was the best performing medium for both fungi, while substrate composition had a marked effect on most cultivation parameters. Biological efficiency was positively correlated with nitrogen, lignin and ash, and negatively with hemicelluloses and carbohydrate content of substrates. Spent substrates demonstrated high reductions in hemicelluloses and cellulose in contrast to lignin; fibre fractions were correlated with nitrogen, fat and ash content of initial materials, while residual mycelial biomass was affected by mushroom productivity. Mushroom proximate analysis revealed significant variations of constituents depending on the substrate. Crude protein and fat were correlated with substrates nitrogen for both species. Alternative cultivation substrates of high potential are proposed, while spent material could be exploited as animal feed due to its upgraded properties.
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Affiliation(s)
- Georgios Koutrotsios
- Agricultural University of Athens, Laboratory of General and Agricultural Microbiology, Iera Odos 75, 11855 Athens, Greece
| | - Konstantinos C Mountzouris
- Agricultural University of Athens, Department of Nutritional Physiology and Feeding, Iera Odos 75, 11855 Athens, Greece
| | - Iordanis Chatzipavlidis
- Agricultural University of Athens, Laboratory of General and Agricultural Microbiology, Iera Odos 75, 11855 Athens, Greece
| | - Georgios I Zervakis
- Agricultural University of Athens, Laboratory of General and Agricultural Microbiology, Iera Odos 75, 11855 Athens, Greece.
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17
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Screening of lignocellulose-degrading superior mushroom strains and determination of their CMCase and laccase activity. ScientificWorldJournal 2014; 2014:763108. [PMID: 24693246 PMCID: PMC3943396 DOI: 10.1155/2014/763108] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2013] [Accepted: 12/24/2013] [Indexed: 11/29/2022] Open
Abstract
In order to screen lignocellulose-degrading superior mushroom strains ten strains of mushrooms (Lentinus edodes939, Pholiota nameko, Lentinus edodes868, Coprinus comatus, Macrolepiota procera, Auricularia auricula, Hericium erinaceus, Grifola frondosa, Pleurotus nebrodensis, and Shiraia bambusicola) were inoculated onto carboxymethylcellulose agar-Congo red plates to evaluate their ability to produce carbomethyl cellulase (CMCase). The results showed that the ratio of transparent circle to mycelium circle of Hericium erinaceus was 8.16 (P < 0.01) higher than other strains. The filter paper culture screening test showed that Hericium erinaceus and Macrolepiota procera grew well and showed extreme decomposition of the filter paper. When cultivated in guaiacol culture medium to detect their abilities to secrete laccase, Hericium erinaceus showed the highest ability with the largest reddish brown circles of 4.330 cm. CMCase activity determination indicated that Coprinus comatus and Hericium erinaceus had the ability to produce CMCase with 33.92 U/L on the 9th day and 22.58 U/L on the 10th day, respectively, while Coprinus comatus and Pleurotus nebrodensis had the ability to produce laccase with 496.67 U/L and 489.17 U/L on the 16th day and 18th day. Based on the results, Coprinus comatus might be the most promising lignocellulose-degrading strain to produce both CMCase and laccase at high levels.
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18
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Screening of ecologically diverse fungi for their potential to pretreat lignocellulosic bioenergy feedstock. Appl Microbiol Biotechnol 2014; 98:3355-70. [PMID: 24504460 DOI: 10.1007/s00253-014-5563-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2013] [Revised: 01/20/2014] [Accepted: 01/21/2014] [Indexed: 10/25/2022]
Abstract
A widespread and hitherto by far underexploited potential among ecologically diverse fungi to pretreat wheat straw and digestate from maize silage in the future perspective of using such lignocellulosic feedstock for fermentative bioenergy production was inferred from a screening of nine freshwater ascomycetes, 76 isolates from constructed wetlands, nine peatland isolates and ten basidiomycetes. Wheat straw pretreatment was most efficient with three ascomycetes belonging to the genera Acephala (peatland isolate) and Stachybotrys (constructed wetland isolates) and two white-rot fungi (Hypholoma fasciculare and Stropharia rugosoannulata) as it increased the amounts of water-extractable total sugars by more than 50 % and sometimes up to 150 % above the untreated control. The ascomycetes delignified wheat straw at rates (lignin losses between about 31 and 40 % of the initial content) coming close to those observed with white-rot fungi (about 40 to 57 % lignin removal). Overall, fungal delignification was indicated as a major process facilitating the digestibility of wheat straw. Digestate was generally more resistant to fungal decomposition than wheat straw. Nevertheless, certain ascomycetes delignified this substrate to extents sometimes even exceeding delignification by basidiomycetes. Total sugar amounts of about 20 to 60 % above the control value were obtained with the most efficient fungi (one ascomycete of the genus Phoma, the unspecific wood-rot basidiomycete Agrocybe aegerita and one unidentified constructed wetland isolate). This was accompanied by lignin losses of about 47 to 56 % of the initial content. Overall, digestate delignification was implied to be less decisive for high yields of fermentable sugars than wheat straw delignification.
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19
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Kleofas V, Sommer L, Fraatz MA, Zorn H, Rühl M. Fruiting Body Production and Aroma Profile Analysis of <i>Agrocybe aegerita</i> Cultivated on Different Substrates. ACTA ACUST UNITED AC 2014. [DOI: 10.4236/nr.2014.56022] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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20
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Composted versus raw olive mill waste as substrates for the production of medicinal mushrooms: an assessment of selected cultivation and quality parameters. BIOMED RESEARCH INTERNATIONAL 2013; 2013:546830. [PMID: 24027758 PMCID: PMC3763587 DOI: 10.1155/2013/546830] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/04/2013] [Accepted: 07/03/2013] [Indexed: 11/28/2022]
Abstract
Two-phase olive mill waste (TPOMW, “alperujo”) is a highly biotoxic sludge-like effluent of the olive-oil milling process with a huge seasonal production. One of the treatment approaches that has so far received little attention is the use of TPOMW as substrate for the cultivation of edible mushrooms. Fifteen fungal strains belonging to five species (Basidiomycota), that is, Agrocybe cylindracea, Pleurotus cystidiosus, P. eryngii, P. ostreatus, and P. pulmonarius, were evaluated for their efficacy to colonize media composed of TPOMW, which was used either raw or composted in mixtures with wheat straw in various ratios. Qualified strains exhibited high values of biological efficiency (e.g., 120–135% for Pleurotus spp. and 125% for A. cylindracea) and productivity in subsequent cultivation experiments on substrates supplemented with 20–40% composted TPOMW or 20% raw TPOMW. Only when supplementation exceeded 60% for raw TPOMW, a negative impact was noted on mushroom yields which could be attributed to the effluent's toxicity (otherwise alleviated in the respective composted TPOMW medium). Earliness and mushroom size as well as quality parameters such as total phenolic content and antioxidant activity did not demonstrate significant differences versus the control wheat-straw substrate. The substrates hemicellulose content was negatively correlated with mycelium growth rates and yields and positively with earliness; in addition, cellulose: lignin ratio presented a positive correlation with mycelium growth and mushroom weight for A. cylindracea and with earliness for all species examined. TPOMW-based media revealed a great potential for the substitution of traditional cultivation substrates by valorizing environmentally hazardous agricultural waste.
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21
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Kanwal HK, Reddy MS. Influence of sclerotia formation on ligninolytic enzyme production in Morchella crassipes. J Basic Microbiol 2013; 54 Suppl 1:S63-9. [PMID: 23712903 DOI: 10.1002/jobm.201200802] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2012] [Accepted: 03/17/2013] [Indexed: 11/11/2022]
Abstract
Morels are wild edible ascomycetous mushrooms that are highly prized because of their medicinal and nutritional qualities. Ligninolytic enzymes are considered as one of the most important enzymes in fungi due to their involvement in fruiting body formation during artificial cultivation on different substrates. In the life cycle of morels, sclerotia are the intermediate stage to form a fruiting body from mycelia. We have studied the production of ligninolytic enzymes by Morchella crassipes MR8 growing on different substrates and during sclerotia formation. This fungus is able to produce ligninolytic enzymes such as laccase (Lac), lignin peroxidase (LiP), and manganese-dependent peroxidase (MnP) when grown on different substrates. Maximum Lac activity was observed when grown in wheat grains whereas maximum activities of MnP and LiP were observed when grown in rice straw. Laccase enzyme was produced in high titers during sclerotia formation and maturation when grown in combinations of soil and substrates. A large number of sclerotia was observed in soil and wheat grains, along with high titers of laccase. Cellulase activity was observed to be constant during sclerotia formation and maturation. The present study results suggest that laccase enzyme might play an important role in sclerotia formation in morels.
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22
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Möller K, Müller T. Effects of anaerobic digestion on digestate nutrient availability and crop growth: A review. Eng Life Sci 2012. [DOI: 10.1002/elsc.201100085] [Citation(s) in RCA: 716] [Impact Index Per Article: 59.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
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23
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Heinonsalo J, Kabiersch G, Niemi R, Simpanen S, Ilvesniemi H, Hofrichter M, Hatakka A, Steffen K. Filter centrifugation as a sampling method for miniaturization of extracellular fungal enzyme activity measurements in solid media. FUNGAL ECOL 2012. [DOI: 10.1016/j.funeco.2011.07.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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24
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Feasibility of dairy waste water (DWW) and distillery spent wash (DSW) effluents in increasing the yield potential of Pleurotusflabellatus (PF 1832) and Pleurotus sajor-caju (PS 1610) on bagasse. 3 Biotech 2012. [PMCID: PMC3433880 DOI: 10.1007/s13205-012-0053-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
In the present investigation, feasibility of dairy waste water (DWW) and
distillery spent wash (DSW) effluents in increasing the growth and yield of two
species of oyster mushroom, Pleurotus flabellatus
(PF 1832) and P. sajor-caju (PS 1610) on abundantly available agro-waste, bagasse, was
evaluated. Three different levels of treatments were applied for each effluent. The
effects of amendments on the result were observed in terms of yield, biological
efficiency (BE) and substrate dry-matter loss. BE was found to be the highest
(66.63 ± 1.0 %) for P. sajor-caju grown on bagasse amended with 10 % DWW and lowest
for Pleurotus controls. While P. sajor-caju
performed better on bagasse amended with DWW, P.
flabellatus was more suited to grow on DSW amended bagasse. Degradation
of complex molecules was in accordance with substrate dry-matter loss and the
respective yields. The biochemical analysis of mushroom fruit bodies showed them to
be a rich source of protein (maximum 36.40 %) and sugars (maximum 41.58 %). The
study thus proved to be beneficial for effective management of the waste by
employing higher order fungi as well as obtaining nutrient-rich delicacy for the
mass.
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25
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Kües U, Rühl M. Multiple multi-copper oxidase gene families in basidiomycetes - what for? Curr Genomics 2011; 12:72-94. [PMID: 21966246 PMCID: PMC3129051 DOI: 10.2174/138920211795564377] [Citation(s) in RCA: 102] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2011] [Revised: 03/11/2011] [Accepted: 03/14/2011] [Indexed: 11/22/2022] Open
Abstract
Genome analyses revealed in various basidiomycetes the existence of multiple genes for blue multi-copper oxidases (MCOs). Whole genomes are now available from saprotrophs, white rot and brown rot species, plant and animal pathogens and ectomycorrhizal species. Total numbers (from 1 to 17) and types of mco genes differ between analyzed species with no easy to recognize connection of gene distribution to fungal life styles. Types of mco genes might be present in one and absent in another fungus. Distinct types of genes have been multiplied at speciation in different organisms. Phylogenetic analysis defined different subfamilies of laccases sensu stricto (specific to Agaricomycetes), classical Fe2+-oxidizing Fet3-like ferroxidases, potential ferroxidases/laccases exhibiting either one or both of these enzymatic functions, enzymes clustering with pigment MCOs and putative ascorbate oxidases. Biochemically best described are laccases sensu stricto due to their proposed roles in degradation of wood, straw and plant litter and due to the large interest in these enzymes in biotechnology. However, biological functions of laccases and other MCOs are generally little addressed. Functions in substrate degradation, symbiontic and pathogenic intercations, development, pigmentation and copper homeostasis have been put forward. Evidences for biological functions are in most instances rather circumstantial by correlations of expression. Multiple factors impede research on biological functions such as difficulties of defining suitable biological systems for molecular research, the broad and overlapping substrate spectrum multi-copper oxidases usually possess, the low existent knowledge on their natural substrates, difficulties imposed by low expression or expression of multiple enzymes, and difficulties in expressing enzymes heterologously.
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Affiliation(s)
- Ursula Kües
- University of Goettingen, Büsgen-Institute, Division of Molecular Wood Biotechnology and Technical Mycology, Büsgenweg 2, 37077 Goettingen, Germany
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Isikhuemhen OS, Mikiashvilli NA. Lignocellulolytic enzyme activity, substrate utilization, and mushroom yield by Pleurotus ostreatus cultivated on substrate containing anaerobic digester solids. J Ind Microbiol Biotechnol 2009; 36:1353-62. [DOI: 10.1007/s10295-009-0620-1] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2008] [Accepted: 06/30/2009] [Indexed: 10/20/2022]
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