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Castro RH, Corredor LM, Llanos S, Rodríguez ZP, Burgos I, Niño JA, Idrobo EA, Romero Bohórquez AR, Zapata Acosta K, Franco CA, Cortés FB. Evaluation of the Thermal, Chemical, Mechanical, and Microbial Stability of New Nanohybrids Based on Carboxymethyl-Scleroglucan and Silica Nanoparticles for EOR Applications. NANOMATERIALS (BASEL, SWITZERLAND) 2024; 14:676. [PMID: 38668170 PMCID: PMC11055106 DOI: 10.3390/nano14080676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Revised: 04/04/2024] [Accepted: 04/05/2024] [Indexed: 04/29/2024]
Abstract
Scleroglucan (SG) is resistant to harsh reservoir conditions such as high temperature, high shear stresses, and the presence of chemical substances. However, it is susceptible to biological degradation because bacteria use SG as a source of energy and carbon. All degradation effects lead to viscosity loss of the SG solutions, affecting their performance as an enhanced oil recovery (EOR) polymer. Recent studies have shown that nanoparticles (NPs) can mitigate these degradative effects. For this reason, the EOR performance of two new nanohybrids (NH-A and NH-B) based on carboxymethyl-scleroglucan and amino-functionalized silica nanoparticles was studied. The susceptibility of these products to chemical, mechanical, and thermal degradation was evaluated following standard procedures (API RP 63), and the microbial degradation was assessed under reservoir-relevant conditions (1311 ppm and 100 °C) using a bottle test system. The results showed that the chemical reactions for the nanohybrids obtained modified the SG triple helix configuration, impacting its viscosifying power. However, the nanohybrid solutions retained their viscosity during thermal, mechanical, and chemical degradation experiments due to the formation of a tridimensional network between the nanoparticles (NPs) and the SG. Also, NH-A and NH-B solutions exhibited bacterial control because of steric hindrances caused by nanoparticle modifications to SG. This prevents extracellular glucanases from recognizing the site of catalysis, limiting free glucose availability and generating cell death due to substrate depletion. This study provides insights into the performance of these nanohybrids and promotes their application in reservoirs with harsh conditions.
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Affiliation(s)
- Rubén H. Castro
- Grupo de Investigación en Fenómenos de Superficie—Michael Polanyi, Facultad de Minas, Universidad Nacional de Colombia—Sede Medellín, Medellín 050034, Colombia; (K.Z.A.); (C.A.F.); (F.B.C.)
| | - Laura M. Corredor
- Centro de Innovación y Tecnología—ICP, Ecopetrol S.A., Piedecuesta 681011, Colombia; (L.M.C.); (J.A.N.); (E.A.I.)
| | - Sebastián Llanos
- Grupo de Investigación en Química Estructural (GIQUE), Escuela de Química, Universidad Industrial de Santander, Bucaramanga 680002, Colombia; (S.L.); (I.B.); (A.R.R.B.)
| | | | - Isidro Burgos
- Grupo de Investigación en Química Estructural (GIQUE), Escuela de Química, Universidad Industrial de Santander, Bucaramanga 680002, Colombia; (S.L.); (I.B.); (A.R.R.B.)
| | - Jhorman A. Niño
- Centro de Innovación y Tecnología—ICP, Ecopetrol S.A., Piedecuesta 681011, Colombia; (L.M.C.); (J.A.N.); (E.A.I.)
| | - Eduardo A. Idrobo
- Centro de Innovación y Tecnología—ICP, Ecopetrol S.A., Piedecuesta 681011, Colombia; (L.M.C.); (J.A.N.); (E.A.I.)
| | - Arnold R. Romero Bohórquez
- Grupo de Investigación en Química Estructural (GIQUE), Escuela de Química, Universidad Industrial de Santander, Bucaramanga 680002, Colombia; (S.L.); (I.B.); (A.R.R.B.)
| | - Karol Zapata Acosta
- Grupo de Investigación en Fenómenos de Superficie—Michael Polanyi, Facultad de Minas, Universidad Nacional de Colombia—Sede Medellín, Medellín 050034, Colombia; (K.Z.A.); (C.A.F.); (F.B.C.)
| | - Camilo A. Franco
- Grupo de Investigación en Fenómenos de Superficie—Michael Polanyi, Facultad de Minas, Universidad Nacional de Colombia—Sede Medellín, Medellín 050034, Colombia; (K.Z.A.); (C.A.F.); (F.B.C.)
| | - Farid B. Cortés
- Grupo de Investigación en Fenómenos de Superficie—Michael Polanyi, Facultad de Minas, Universidad Nacional de Colombia—Sede Medellín, Medellín 050034, Colombia; (K.Z.A.); (C.A.F.); (F.B.C.)
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Bautista-Cruz A, Aquino-Bolaños T, Hernández-Canseco J, Quiñones-Aguilar EE. Cellulolytic Aerobic Bacteria Isolated from Agricultural and Forest Soils: An Overview. BIOLOGY 2024; 13:102. [PMID: 38392320 PMCID: PMC10886624 DOI: 10.3390/biology13020102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 01/29/2024] [Accepted: 01/31/2024] [Indexed: 02/24/2024]
Abstract
This review provides insights into cellulolytic bacteria present in global forest and agricultural soils over a period of 11 years. It delves into the study of soil-dwelling cellulolytic bacteria and the enzymes they produce, cellulases, which are crucial in both soil formation and the carbon cycle. Forests and agricultural activities are significant contributors to the production of lignocellulosic biomass. Forest ecosystems, which are key carbon sinks, contain 20-30% cellulose in their leaf litter. Concurrently, the agricultural sector generates approximately 998 million tons of lignocellulosic waste annually. Predominant genera include Bacillus, Pseudomonas, Stenotrophomonas, and Streptomyces in forests and Bacillus, Streptomyces, Pseudomonas, and Arthrobacter in agricultural soils. Selection of cellulolytic bacteria is based on their hydrolysis ability, using artificial cellulose media and dyes like Congo red or iodine for detection. Some studies also measure cellulolytic activity in vitro. Notably, bacterial cellulose hydrolysis capability may not align with their cellulolytic enzyme production. Enzymes such as GH1, GH3, GH5, GH6, GH8, GH9, GH10, GH12, GH26, GH44, GH45, GH48, GH51, GH74, GH124, and GH148 are crucial, particularly GH48 for crystalline cellulose degradation. Conversely, bacteria with GH5 and GH9 often fail to degrade crystalline cellulose. Accurate identification of cellulolytic bacteria necessitates comprehensive genomic analysis, supplemented by additional proteomic and transcriptomic techniques. Cellulases, known for degrading cellulose, are also significant in healthcare, food, textiles, bio-washing, bleaching, paper production, ink removal, and biotechnology, emphasizing the importance of discovering novel cellulolytic strains in soil.
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Affiliation(s)
- Angélica Bautista-Cruz
- Instituto Politécnico Nacional, CIIDIR-Oaxaca, Hornos 1003, Santa Cruz Xoxocotlán 71230, Oaxaca, Mexico
| | - Teodulfo Aquino-Bolaños
- Instituto Politécnico Nacional, CIIDIR-Oaxaca, Hornos 1003, Santa Cruz Xoxocotlán 71230, Oaxaca, Mexico
| | - Jessie Hernández-Canseco
- Doctoral Programme in Conservation and Use of Natural Resources, Instituto Politécnico Nacional, CIIDIR-Oaxaca, Hornos 1003, Santa Cruz Xoxocotlán 71230, Oaxaca, Mexico
| | - Evangelina Esmeralda Quiñones-Aguilar
- Laboratorio de Fitopatología de Biotecnología Vegetal, Centro de Investigación y Asistencia en Tecnología y Diseño del Estado de Jalisco, A.C. Camino Arenero 1227, El Bajío del Arenal, Zapopan 45019, Jalisco, Mexico
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Lagunes-Reyes M, Sánchez JE, Andrade-Gallegos RH, Gutiérrez-Hernández RF, Camacho-Morales RL. Biodegradation of agave Comiteco bagasse by Pleurotus spp.: a source of cellulases useful in hydrolytic treatment to produce reducing sugars. 3 Biotech 2023; 13:356. [PMID: 37814639 PMCID: PMC10560175 DOI: 10.1007/s13205-023-03783-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 09/20/2023] [Indexed: 10/11/2023] Open
Abstract
This study aimed to determine the production parameters of five strains of Pleurotus spp. during their cultivation on agave Comiteco bagasse, as well as the feasibility of using cellulolytic extracts to produce reducing sugars in the same bagasse. After cultivation, the basidiome production parameters varied between 41.2 and 65.7% (biological efficiency), 0.17 and 0.30 (yield), 0.60 and 0.90% (production rate), 16.4 and 41.1% (Bioconversion) and 9.4 and 21.3 g (mean mushroom weight). At day 15 of growth, P. djamor showed the highest β-glucosidase activity (43.95 ± 4.5 IU/g); on day 33. The same strain had the highest endoglucanase activity (21.12 ± 0.5 IU/ml). Both extracts were partially purified, and the kinetic parameters Vmax and Km were estimated (20.83 µmole/ml sec and 232.01 µmole/ml for β-glucosidase and 685.01 µmole/ml sec and 1,240.34 µmole/ml for endoglucanase). In the enzymatic hydrolysis assay, the highest concentration of reducing sugars (43.13 ± 1.09 g/L; 0.21 g/g bagasse) was obtained by a mixture of the two partially purified extracts acting synergistically after 48 h and with a pH adjustment. The results suggest that the use of agave Comiteco bagasse for cultivating edible mushrooms while obtaining cellulolytic extracts is an alternative treatment for waste reduction and valorization of agro-industrial by-products.
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Affiliation(s)
- Miriam Lagunes-Reyes
- El Colegio de la Frontera Sur, Carr. Antiguo Aeropuerto km 2.5, 30700 Tapachula, Chiapas Mexico
| | - José E Sánchez
- El Colegio de la Frontera Sur, Carr. Antiguo Aeropuerto km 2.5, 30700 Tapachula, Chiapas Mexico
| | | | - Rubén F. Gutiérrez-Hernández
- Departamento de Ingeniería Química y Bioquímica, Instituto Tecnológico de Tapachula, Tecnológico Nacional de México, 30700 Tapachula, Chiapas Mexico
| | - Reyna L. Camacho-Morales
- Instituto de Ciencias Agrícolas, Universidad Autónoma de Baja California, Álvaro Obregón s/n, Nueva, 21100 Mexicali, BC Mexico
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Ascacio-Valdés A, De León-Medina J, De León-Zapata M, Laredo-Alcalá E, Flores-Gallegos A, Meléndez-Rentería N. Sustainable use of giant reed to produce industrialized enzymes. Heliyon 2023; 9:e18748. [PMID: 37576231 PMCID: PMC10412830 DOI: 10.1016/j.heliyon.2023.e18748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 07/24/2023] [Accepted: 07/26/2023] [Indexed: 08/15/2023] Open
Abstract
The giant reed (Arundo donax) is a fast-growing plant adapted to different climatic and soil conditions; although its origin is Asian, the species has spread throughout the world. During its development, it consumes three times more water than typical native vegetation and is responsible for changing the landscape of riparian areas; the high biomass productivity and the annual harvest period make this crop an alternative to produce and/or extract industrial bioproducts. The main objective of this research was to evaluate the feasibility of using giant reed in a bioprocess that produces enzymes by a solid-state fermentation experiment, four fungal species were tested (Aspergillus niger GH1, Aspergillus niger PSH, Trichoderma harzianum, and Rhizopus oryzae); enzyme activities were performed using reported methodologies varying only reaction volumes. The A. niger GH1 and PSH strains were the best adapted to the plant material, A. niger GH1 was capable to produce 4 of the 5 evaluated enzymes (cellulase-endoglucanase (174.39 ± 19.62 U/L), xylanase (1313.31 ± 39.25 U/L), invertase (642.22 ± 23.55 U/L), and polyphenol oxidase (6094.01 ± 306.54) while A. niger PSH was able to produce 3 of the 5 evaluated enzymes (cellulase-endoglucanase (147.09 ± 13.88 U/L), xylanase (1307.76 ± 31.40 U/L), and invertase (603.92 ± 3.14 U/L).
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Affiliation(s)
- A. Ascacio-Valdés
- Food Research Department, Faculty of Chemical Sciences, Autonomous University of Coahuila, Boulevard Venustiano Carranza without number, 25280, Saltillo, Mexico
- Research Center for the Conservation of Biodiversity and Ecology of Coahuila, Autonomous University of Coahuila, Hidalgo 212 central zone, 27540, Cuatrociénegas, Mexico
| | - J.C. De León-Medina
- Food Research Department, Faculty of Chemical Sciences, Autonomous University of Coahuila, Boulevard Venustiano Carranza without number, 25280, Saltillo, Mexico
| | - M.A. De León-Zapata
- Research Center for the Conservation of Biodiversity and Ecology of Coahuila, Autonomous University of Coahuila, Hidalgo 212 central zone, 27540, Cuatrociénegas, Mexico
| | - E.I. Laredo-Alcalá
- Research Center for the Conservation of Biodiversity and Ecology of Coahuila, Autonomous University of Coahuila, Hidalgo 212 central zone, 27540, Cuatrociénegas, Mexico
| | - A.C. Flores-Gallegos
- Food Research Department, Faculty of Chemical Sciences, Autonomous University of Coahuila, Boulevard Venustiano Carranza without number, 25280, Saltillo, Mexico
| | - N.P. Meléndez-Rentería
- Research Center for the Conservation of Biodiversity and Ecology of Coahuila, Autonomous University of Coahuila, Hidalgo 212 central zone, 27540, Cuatrociénegas, Mexico
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Christopher M, Sreeja-Raju A, Abraham A, Gokhale DV, Pandey A, Sukumaran RK. Early cellular events and potential regulators of cellulase induction in Penicillium janthinellum NCIM 1366. Sci Rep 2023; 13:5057. [PMID: 36977777 PMCID: PMC10050438 DOI: 10.1038/s41598-023-32340-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 03/26/2023] [Indexed: 03/30/2023] Open
Abstract
Cellulase production by fungi is tightly regulated in response to environmental cues, and understanding this mechanism is a key pre-requisite in the efforts to improve cellulase secretion. Based on UniProt descriptions of secreted Carbohydrate Active enZymes (CAZymes), 13 proteins of the cellulase hyper-producer Penicillium janthinellum NCIM 1366 (PJ-1366) were annotated as cellulases- 4 cellobiohydrolases (CBH), 7 endoglucanases (EG) and 2 beta glucosidases (BGL). Cellulase, xylanase, BGL and peroxidase activities were higher for cultures grown on a combination of cellulose and wheat bran, while EG was stimulated by disaccharides. Docking studies indicated that the most abundant BGL- Bgl2- has different binding sites for the substrate cellobiose and the product glucose, which helps to alleviate feedback inhibition, probably accounting for the low level of glucose tolerance exhibited. Out of the 758 transcription factors (TFs) differentially expressed on cellulose induction, 13 TFs were identified whose binding site frequencies on the promoter regions of the cellulases positively correlated with their abundance in the secretome. Further, correlation analysis of the transcriptional response of these regulators and TF-binding sites on their promoters indicated that cellulase expression is possibly preceded by up-regulation of 12 TFs and down-regulation of 16 TFs, which cumulatively regulate transcription, translation, nutrient metabolism and stress response.
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Affiliation(s)
- Meera Christopher
- Biofuels and Biorefineries Section, Microbial Processes and Technology Division, CSIR- National Institute for Interdisciplinary Science and Technology, Industrial Estate P.O., Pappanamcode, Thiruvananthapuram, Kerala, 695019, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad- 201002, India
| | - AthiraRaj Sreeja-Raju
- Biofuels and Biorefineries Section, Microbial Processes and Technology Division, CSIR- National Institute for Interdisciplinary Science and Technology, Industrial Estate P.O., Pappanamcode, Thiruvananthapuram, Kerala, 695019, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad- 201002, India
| | - Amith Abraham
- Department of Chemical Engineering, Hanyang University, Seoul, Republic of Korea
| | | | - Ashok Pandey
- Centre for Innovation and Translational Research, CSIR-Indian Institute of Toxicology Research, Lucknow, 226 001, Uttar Pradesh, India
- Sustainability Cluster, School of Engineering, University of Petroleum and Energy Studies, Dehradun, 248 007, India
- Centre for Energy and Environmental Sustainability, Lucknow, 226 029, India
| | - Rajeev K Sukumaran
- Biofuels and Biorefineries Section, Microbial Processes and Technology Division, CSIR- National Institute for Interdisciplinary Science and Technology, Industrial Estate P.O., Pappanamcode, Thiruvananthapuram, Kerala, 695019, India.
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad- 201002, India.
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Quintero-García OJ, Pérez-Soler H, Amezcua-Allieri MA. Enzymatic Treatments for Biosolids: An Outlook and Recent Trends. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:4804. [PMID: 36981713 PMCID: PMC10049663 DOI: 10.3390/ijerph20064804] [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: 02/03/2023] [Revised: 02/28/2023] [Accepted: 03/04/2023] [Indexed: 06/18/2023]
Abstract
Wastewaters are nutrient-rich organic materials containing significant concentrations of different nutrients, dissolved and particulate matter, microorganisms, solids, heavy metals, and organic pollutants, including aromatic xenobiotics. This variety makes wastewater treatment a technological challenge. As a result of wastewater treatment, biosolids are generated. Biosolids, commonly called sewage sludge, result from treating and processing wastewater residuals. Increased biosolids, or activated sludge, from wastewater treatment is a major environmental and social problem. Therefore, sustainable and energy-efficient wastewater treatment systems must address the water crisis and environmental deterioration. Although research on wastewater has received increasing attention worldwide, the significance of biosolids treatments and valorization is still poorly understood in terms of obtaining value-added products. Hence, in this review, we established some leading technologies (physical, chemical, and biological) for biosolids pretreatment. Later, the research focuses on natural treatment by fungal enzymes to end with lignocellulosic materials and xenobiotic compounds (polyaromatic hydrocarbons) as a carbon source to obtain biobased chemicals. Finally, this review discussed some recent trends and promising renewable resources within the biorefinery approach for bio-waste conversion to value-added by-products.
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Affiliation(s)
- Omar J. Quintero-García
- Nanotechnology Division, CINVESTAV-IPN, Avenida Instituto Politécnico Nacional 2508, San Pedro Zacatenco, Mexico City 07360, Mexico
| | - Heilyn Pérez-Soler
- Nanotechnology Division, CINVESTAV-IPN, Avenida Instituto Politécnico Nacional 2508, San Pedro Zacatenco, Mexico City 07360, Mexico
| | - Myriam A. Amezcua-Allieri
- Biomass Conversion Division, Instituto Mexicano del Petróleo, Eje Central Lázaro Cárdenas 152, San Bartolo Atepehuacan, Mexico City 07730, Mexico
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Seddouk L, Jamai L, Tazi K, Ettayebi M, Alaoui-Mhamdi M, Aleya L, Janati-Idrissi A. Isolation and characterization of a mesophilic cellulolytic endophyte Preussia africana from Juniperus oxycedrus. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:45589-45600. [PMID: 35146609 DOI: 10.1007/s11356-022-19151-9] [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: 10/18/2021] [Accepted: 02/06/2022] [Indexed: 06/14/2023]
Abstract
The medicinal plant Juniperus oxycedrus is less recognized for the diversity of its fungal endophytes and their potential to produce extracellular enzymes. The present study is the first report on the isolation and identification of a mesophilic endophytic strain JO-A, Preussia africana, from fresh stems of the J. oxycedrus endemic tree in the Ifrane region-Morocco, and the evaluation of its ability to produce cellulases. A one-time multi-parameter one-factor screening was optimized to select factors that enhance cellulase production in P. africana. The maximum production of both CMCase and FPase activities were 1.913 IU.mL-1 and 0.885 IU.mL-1, respectively, when the medium was supplemented with 2% w/v glucose. These remarkable titers were tenfold greater than those obtained under the initial non-optimized conditions. This mesophilic P. africana JO-A strain grows and actively produces cellulases at 37 °C demonstrating its great potential for various biotechnology applications. The cellulolytic extract showed the highest enzymatic activities at pH 5.0 and 50 °C with a half-life of 24 h at 50 °C.
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Affiliation(s)
- Loubna Seddouk
- Laboratory of Biotechnology, Conservation and Valorization of Natural Resources, Faculty of Sciences DM, Sidi Mohammed Ben Abdellah University, P.O. Box 1796 Atlas, Fez, Morocco
| | - Latifa Jamai
- Laboratory of Biotechnology, Conservation and Valorization of Natural Resources, Faculty of Sciences DM, Sidi Mohammed Ben Abdellah University, P.O. Box 1796 Atlas, Fez, Morocco
| | - Karima Tazi
- Laboratory of Biotechnology, Conservation and Valorization of Natural Resources, Faculty of Sciences DM, Sidi Mohammed Ben Abdellah University, P.O. Box 1796 Atlas, Fez, Morocco
| | - Mohamed Ettayebi
- The Institute for Infectious Disease Research, McMaster University, 1280 Main Street West, Hamilton, ON, Canada
| | - Mohammed Alaoui-Mhamdi
- Laboratory of Biotechnology, Conservation and Valorization of Natural Resources, Faculty of Sciences DM, Sidi Mohammed Ben Abdellah University, P.O. Box 1796 Atlas, Fez, Morocco.
| | - Lotfi Aleya
- CNRS 6249-Université de Franche-Comté, 16, route de Gray F-25030, Besançon cedex, France
| | - Abellatif Janati-Idrissi
- Laboratory of Biotechnology, Conservation and Valorization of Natural Resources, Faculty of Sciences DM, Sidi Mohammed Ben Abdellah University, P.O. Box 1796 Atlas, Fez, Morocco
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Liu Y, Tang Y, Gao H, Zhang W, Jiang Y, Xin F, Jiang M. Challenges and Future Perspectives of Promising Biotechnologies for Lignocellulosic Biorefinery. Molecules 2021; 26:5411. [PMID: 34500844 PMCID: PMC8433869 DOI: 10.3390/molecules26175411] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 08/23/2021] [Accepted: 08/31/2021] [Indexed: 02/07/2023] Open
Abstract
Lignocellulose is a kind of renewable bioresource containing abundant polysaccharides, which can be used for biochemicals and biofuels production. However, the complex structure hinders the final efficiency of lignocellulosic biorefinery. This review comprehensively summarizes the hydrolases and typical microorganisms for lignocellulosic degradation. Moreover, the commonly used bioprocesses for lignocellulosic biorefinery are also discussed, including separated hydrolysis and fermentation, simultaneous saccharification and fermentation and consolidated bioprocessing. Among these methods, construction of microbial co-culturing systems via consolidated bioprocessing is regarded as a potential strategy to efficiently produce biochemicals and biofuels, providing theoretical direction for constructing efficient and stable biorefinery process system in the future.
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Affiliation(s)
- Yansong Liu
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, China; (Y.L.); (Y.T.); (H.G.); (W.Z.); (M.J.)
| | - Yunhan Tang
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, China; (Y.L.); (Y.T.); (H.G.); (W.Z.); (M.J.)
| | - Haiyan Gao
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, China; (Y.L.); (Y.T.); (H.G.); (W.Z.); (M.J.)
| | - Wenming Zhang
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, China; (Y.L.); (Y.T.); (H.G.); (W.Z.); (M.J.)
- Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing 211800, China
| | - Yujia Jiang
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, China; (Y.L.); (Y.T.); (H.G.); (W.Z.); (M.J.)
| | - Fengxue Xin
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, China; (Y.L.); (Y.T.); (H.G.); (W.Z.); (M.J.)
- Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing 211800, China
| | - Min Jiang
- State Key Laboratory of Materials-Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, China; (Y.L.); (Y.T.); (H.G.); (W.Z.); (M.J.)
- Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing 211800, China
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Production of cellulases and xylanases in solid-state fermentation by different strains of Aspergillus niger using sugarcane bagasse and brewery spent grain. Biochem Eng J 2021. [DOI: 10.1016/j.bej.2021.108060] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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10
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Infanzón-Rodríguez MI, Ragazzo-Sánchez JA, Del Moral S, Calderón-Santoyo M, Aguilar-Uscanga MG. Production and characterization of an enzyme extract with cellulase activity produced by an indigenous strain of Fusarium verticillioides ITV03 using sweet sorghum bagasse. Biotechnol Lett 2020; 42:2271-2283. [PMID: 32533374 DOI: 10.1007/s10529-020-02940-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Accepted: 06/09/2020] [Indexed: 11/30/2022]
Abstract
OBJECTIVES To evaluate a strain of Fusarium verticillioides ITV03 isolated from wood residues in the Veracruz region of Mexico. Endoglucanase and β-glucosidase production by submerged fermentation was optimized using a Box-Behnken design, where the independent variables were urea, ammonium sulfate and yeast extract. RESULTS After optimization, an endoglucanase activity of 0.27 U/mL was achieved; subsequently, three carbon sources were evaluated (carboxymethyl cellulose, sweet sorghum bagasse cellulose and delignified sweet sorghum bagasse (DSSB). The results showed that DSSB yielded the greatest endoglucanase (0.28 U/mL) and β-glucosidase (0.12 U/mL) activities. Both enzymatic activities were characterized for the effect of pH, temperature and thermostability. The optimal parameters of β-glucosidase and endoglucanase activity were pH 5 and 4 respectively, the optimum temperature 60 °C. These enzymes were stable at 50 °C for 150.68 h and 8.54 h, with an activation energy (Ea(day)) of 265.55 kJ/mol and 44.40 kJ/mol respectively, for β-glucosidase and endoglucanase. CONCLUSION The present work shows that a native strain like F. verticillioides ITV03 using DSSB supplemented with nitrogen has a great potential as a producer of cellulase for lignocellulosic residue hydrolysis.
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Affiliation(s)
- María Inés Infanzón-Rodríguez
- Laboratorio Integral de Investigación en Alimentos, Tecnológico Nacional de México/Instituto Tecnológico de Tepic, C.P. 63175, Tepic, NAY, Mexico
| | - Juan Arturo Ragazzo-Sánchez
- Laboratorio Integral de Investigación en Alimentos, Tecnológico Nacional de México/Instituto Tecnológico de Tepic, C.P. 63175, Tepic, NAY, Mexico
| | - Sandra Del Moral
- Cátedra-CONACYT, Tecnológico Nacional de México/Instituto Tecnológico de Veracruz-UNIDA, Av. M. A. de Quevedo Núm. 2779, C.P. 91860, Veracruz, VER, Mexico
| | - Montserrat Calderón-Santoyo
- Laboratorio Integral de Investigación en Alimentos, Tecnológico Nacional de México/Instituto Tecnológico de Tepic, C.P. 63175, Tepic, NAY, Mexico
| | - María Guadalupe Aguilar-Uscanga
- Cátedra-CONACYT, Tecnológico Nacional de México/Instituto Tecnológico de Veracruz-UNIDA, Av. M. A. de Quevedo Núm. 2779, C.P. 91860, Veracruz, VER, Mexico.
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11
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Martínez-Trujillo MA, Bautista-Rangel K, García-Rivero M, Martínez-Estrada A, Cruz-Díaz MR. Enzymatic saccharification of banana peel and sequential fermentation of the reducing sugars to produce lactic acid. Bioprocess Biosyst Eng 2019; 43:413-427. [PMID: 31677001 DOI: 10.1007/s00449-019-02237-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Accepted: 10/21/2019] [Indexed: 01/17/2023]
Abstract
An integral bioprocess to produce lactic acid (LA) from banana peel (BP) was studied. Oxidases produced by Trametes versicolor and hydrolases produced by Aspergillus flavipes and Aspergillus niger saccharified BP at optimal conditions: 230 rpm, 66 g/L BP, and 73.5% (v/v) of enzymatic crude extract (using equal quantities of the enzymatic extracts). At bioreactor scale (1 L), the joint action of oxidases and hydrolases released 18 g/L of reducing sugars (RS) after 24 h (60% corresponded to glucose), consuming the BP polysaccharides. Lactobacillus delbrueckii fermented the released RS, producing 10 g/L of LA; while in the sequential fermentation (inoculating L. delbrueckii after saccharification), 28 g/L of LA were produced, observing an apparent decrease in feedback inhibition of hydrolases below 1.5 g/L of RS. This process is susceptible for upscaling to produce high LA concentrations and represents a platform to utilize agroindustrial wastes to obtain value-added products.
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Affiliation(s)
- María Aurora Martínez-Trujillo
- División de Ingeniería Química Y Bioquímica, Tecnológico de Estudios Superiores de Ecatepec, Tecnológico Nacional de México, Av. Tecnológico s/n, C.P. 55210, Ecatepec de Morelos, Edo. de México, Mexico.
| | - Karina Bautista-Rangel
- División de Ingeniería Química Y Bioquímica, Tecnológico de Estudios Superiores de Ecatepec, Tecnológico Nacional de México, Av. Tecnológico s/n, C.P. 55210, Ecatepec de Morelos, Edo. de México, Mexico
| | - Mayola García-Rivero
- División de Ingeniería Química Y Bioquímica, Tecnológico de Estudios Superiores de Ecatepec, Tecnológico Nacional de México, Av. Tecnológico s/n, C.P. 55210, Ecatepec de Morelos, Edo. de México, Mexico
| | - Abigail Martínez-Estrada
- Departamento de Ingeniería Y Tecnología, Facultad de Estudios Superiores Cuautitlán, UNAM, Campus 1, Av. 1 de Mayo, C.P. 54740, Cuautitlán Izcalli, Estado de México, Mexico
| | - Martín R Cruz-Díaz
- División de Ingeniería Química Y Bioquímica, Tecnológico de Estudios Superiores de Ecatepec, Tecnológico Nacional de México, Av. Tecnológico s/n, C.P. 55210, Ecatepec de Morelos, Edo. de México, Mexico.
- Departamento de Ingeniería Y Tecnología, Facultad de Estudios Superiores Cuautitlán, UNAM, Campus 1, Av. 1 de Mayo, C.P. 54740, Cuautitlán Izcalli, Estado de México, Mexico.
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12
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Moringa straw as cellulase production inducer and cellulolytic fungi source. Rev Argent Microbiol 2019; 52:4-12. [PMID: 31204058 DOI: 10.1016/j.ram.2019.02.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Revised: 12/24/2018] [Accepted: 02/22/2019] [Indexed: 11/20/2022] Open
Abstract
Currently, the valorization of agroindustrial waste is of great interest. Moringa oleifera is a multipurpose tree whose softwood residues could be used as raw material for low-cost cellulase production. The aim of this study was to isolate, identify, and characterize microorganisms with cellulolytic activity in different carbon sources. We isolated and purified 42 microorganisms from M. oleifera biomass. Fungi presenting the largest hydrolytic halos in carboxymethylcellulose as a substrate were molecularly identified as Penicillium funiculosum (FG1), Fusarium verticillioides (FG3) and Cladosporium cladosporioides (FC2). The ability of these fungal strains to break down cellulose was assessed in a submerged fermentation using either amorphous CMC or crystalline form (Avicel). P. funiculosum and C. cladosporioides displayed similar endoglucanase (606U/l) and exoglucanase (205U/l) activities in the Avicel-containing medium, whereas F. verticillioides showed the highest level of β-glucosidase activity (664U/l) in the carboxymethylcellulose medium. In addition, the effect of three culture media (A, B, and C) on cellulase production was evaluated in P. funiculosum using moringa straw as a carbon source. The results showed a volumetric productivity improvement of cellulases that was 2.77-, 8.26-, and 2.30-fold higher for endoglucanase, exoglucanase and β-glucosidase, respectively when medium C containing moringa straw was used as a carbon source. The enzymatic extracts produced by these fungi have biotechnological potential especially for second-generation bioethanol production (2G) from moringa straw. This is the first report on the use of M. oleifera biomass to induce the production of various cellulases in P. funiculosum.
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13
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Santos CMD, Ribeiro ADS, Garcia A, Polli AD, Polonio JC, Azevedo JL, Pamphile JA. Enzymatic and Antagonist Activity of Endophytic Fungi from Sapindus saponaria L. (Sapindaceae). ACTA BIOLÓGICA COLOMBIANA 2019. [DOI: 10.15446/abc.v24n2.74717] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Endophyte microorganisms have great biotechnological interest, with features applicable to different areas and are potentially useful in agriculture. The current study determines the biotechnological potential of endophytic fungi, isolated from leaves of Sapindus saponaria, to control phytopathogenic fungi and evaluate their enzyme production. Molecular taxonomy was performed by sequencing of the ITS1-5.8S-ITS2 ribosomal DNA region, identifying the genera Phomopsis, Sordariomycetes, Diaporthe, and Colletotrichum. In vitro antagonism against phytopathogens showed better results against Fusarium solani and provided inhibition indices between 41.8 % and 67.5 %. The endophytic strain SS81 (Diaporthe citri) presented the highest antagonism index against the pathogen. Against Glomerella sp. and Moniliophthora perniciosa, inhibition rates ranged between 18.7 % and 57.4 % and between 38.3 % and 64.8 %, respectively. Enzyme assays revealed that strain SS65 (Diaporthe sp.) produced 1.16 UI µmol/min of amylase; strain SS77 (Diaporthe sp.) produced 2.74 UI µmol/min of pectinase, and strain SS08 (Diaporthe sp.) produced 1.51 UI µmol/min of cellulase. Thus, the current study shows evidence the importance of isolated endophytes with phytoprotective properties of plants with medicinal properties as alternatives for biological control and natural sources of products with biotechnological interest.
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14
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Bermúdez-García E, Peña-Montes C, Martins I, Pais J, Pereira CS, Sánchez S, Farrés A. Regulation of the cutinases expressed by Aspergillus nidulans and evaluation of their role in cutin degradation. Appl Microbiol Biotechnol 2019; 103:3863-3874. [DOI: 10.1007/s00253-019-09712-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Revised: 02/17/2019] [Accepted: 02/23/2019] [Indexed: 11/29/2022]
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15
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Role of the antioxidant defense system during the production of lignocellulolytic enzymes by fungi. Int Microbiol 2018; 22:255-264. [PMID: 30810986 DOI: 10.1007/s10123-018-00045-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Revised: 11/06/2018] [Accepted: 11/07/2018] [Indexed: 12/31/2022]
Abstract
Fungi are used for the production of several compounds and the efficiency of biotechnological processes is directly related to the metabolic activity of these microorganisms. The reactions catalyzed by lignocellulolytic enzymes are oxidative and generate reactive oxygen species (ROS). Excess of ROS can cause serious damages to cells, including cell death. Thus, the objective of this work was to evaluate the lignocellulolytic enzymes produced by Pleurotus sajor-caju CCB020, Phanerochaete chrysosporium ATCC 28326, Trichoderma reesei RUT-C30, and Aspergillus niger IZ-9 grown in sugarcane bagasse and two yeast extract (YE) concentrations and characterize the antioxidant defense system of fungal cells by the activities of superoxide dismutase (SOD) and catalase (CAT). Pleurotus sajor-caju exhibited the highest activities of laccase and peroxidase in sugarcane bagasse with 2.6 g of YE and an increased activity of manganese peroxidase in sugarcane bagasse with 1.3 g of YE was observed. However, P. chrysosporium showed the highest activities of exoglucanase and endoglucanase in sugarcane bagasse with 1.3 g of YE. Lipid peroxidation and variations in SOD and CAT activities were observed during the production of lignocellulolytic enzymes and depending on the YE concentrations. The antioxidant defense system was induced in response to the oxidative stress caused by imbalances between the production and the detoxification of ROS.
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16
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da Silva Ribeiro A, Polonio JC, Costa AT, Dos Santos CM, Rhoden SA, Azevedo JL, Pamphile JA. Bioprospection of Culturable Endophytic Fungi Associated with the Ornamental Plant Pachystachys lutea. Curr Microbiol 2018; 75:588-596. [PMID: 29299623 DOI: 10.1007/s00284-017-1421-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Accepted: 12/15/2017] [Indexed: 01/27/2023]
Abstract
Endophytes are fungi and bacteria that inhabit plant tissues without causing disease. Endophytes have characteristics that are important for the health of the plant and have been isolated from several plants of economic and medicinal interest but rarely from ornamental plants. The current study isolates and identifies endophytic fungi from the leaves of Pachystachys lutea and evaluates the antagonistic activity of these endophytes as well as cellulase production by the endophytes. Fungi were isolated by fragmentation from surface-disinfected leaves and were identified by the sequencing of the ITS gene and the genes coding for EF 1-α and β-tubulin followed by multilocus sequence analysis. Molecular taxonomic analysis revealed that 78% of the identified fungi belonged to the genus Diaporthe. We also identified strains belonging to the genera Colletotrichum, Phyllosticta, Xylaria, Nemania, and Alternaria. Most of the strains tested were able to inhibit the growth of pathogenic fungi, especially PL09 (Diaporthe sp.), which inhibited the growth of Colletotrichum sp., and PL03 (Diaporthe sp.), which inhibited the growth of Fusarium oxysporum. The production of cellulase ranged from 0.87 to 1.60 μmol/min. Foliar endophytic fungal isolates from P. lutea showed promising results for the in vitro control of plant pathogens and for cellulase production. This paper is the first report on culturable endophytic fungi isolated from the ornamental plant P. lutea.
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Affiliation(s)
- Amanda da Silva Ribeiro
- Department of Biotechnology, Genetics and Cell Biology, State University of Maringa, Avenida Colombo, 5790 - Jardim Universitário, Maringá, Paraná, CEP 87020-900, Brazil
| | - Julio Cesar Polonio
- Department of Biotechnology, Genetics and Cell Biology, State University of Maringa, Avenida Colombo, 5790 - Jardim Universitário, Maringá, Paraná, CEP 87020-900, Brazil
| | - Alessandra Tenório Costa
- Department of Biotechnology, Genetics and Cell Biology, State University of Maringa, Avenida Colombo, 5790 - Jardim Universitário, Maringá, Paraná, CEP 87020-900, Brazil
| | - Caroline Menicoze Dos Santos
- Department of Biotechnology, Genetics and Cell Biology, State University of Maringa, Avenida Colombo, 5790 - Jardim Universitário, Maringá, Paraná, CEP 87020-900, Brazil
| | - Sandro Augusto Rhoden
- Federal Institute of Santa Catarina, Km 9 da Rodovia Duque de Caxias, São Francisco do Sul, SC, CEP 89240991, Brazil
| | - João Lúcio Azevedo
- Department of Genetics, College of Agriculture Luiz de Queiroz (ESALQ/USP), Piracicaba, SP, CEP 13418-900, Brazil
| | - João Alencar Pamphile
- Department of Biotechnology, Genetics and Cell Biology, State University of Maringa, Avenida Colombo, 5790 - Jardim Universitário, Maringá, Paraná, CEP 87020-900, Brazil.
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17
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Promising cellulolytic fungi isolates for rice straw degradation. J Microbiol 2017; 55:711-719. [DOI: 10.1007/s12275-017-6282-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Revised: 07/12/2017] [Accepted: 08/07/2017] [Indexed: 10/18/2022]
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18
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[Vulvovaginal candidiasis: An old disease with new challenges]. Rev Iberoam Micol 2017; 34:65-71. [PMID: 28431891 DOI: 10.1016/j.riam.2016.11.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2016] [Revised: 11/04/2016] [Accepted: 11/17/2016] [Indexed: 02/08/2023] Open
Abstract
Vulvovaginal candidiasis is an old disease that, even in a modern world, continues to have a high incidence. Despite the therapeutic advances, treatments are not always effective, and our understanding of the pathogenesis of this fungal infection is still incomplete. A discussion is presented in this article on the most significant developments related to the fungal virulence factors, the role of the immunological mechanisms involved in the vaginal protection, and the genetic alterations that confer susceptibility to the recurrent form of this mycosis. Current treatments, the use of new agents with antifungal activity, as well as the development of strategies, such as vaccination, are approached in the context of the complex scenario that governs the interactions between Candida and its host.
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Campos Antoniêto AC, Ramos Pedersoli W, dos Santos Castro L, da Silva Santos R, Cruz AHDS, Nogueira KMV, Silva-Rocha R, Rossi A, Silva RN. Deletion of pH Regulator pac-3 Affects Cellulase and Xylanase Activity during Sugarcane Bagasse Degradation by Neurospora crassa. PLoS One 2017; 12:e0169796. [PMID: 28107376 PMCID: PMC5249074 DOI: 10.1371/journal.pone.0169796] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2016] [Accepted: 12/21/2016] [Indexed: 11/18/2022] Open
Abstract
Microorganisms play a vital role in bioethanol production whose usage as fuel energy is increasing worldwide. The filamentous fungus Neurospora crassa synthesize and secrete the major enzymes involved in plant cell wall deconstruction. The production of cellulases and hemicellulases is known to be affected by the environmental pH; however, the regulatory mechanisms of this process are still poorly understood. In this study, we investigated the role of the pH regulator PAC-3 in N. crassa during their growth on sugarcane bagasse at different pH conditions. Our data indicate that secretion of cellulolytic enzymes is reduced in the mutant Δpac-3 at alkaline pH, whereas xylanases are positively regulated by PAC-3 in acidic (pH 5.0), neutral (pH 7.0), and alkaline (pH 10.0) medium. Gene expression profiles, evaluated by real-time qPCR, revealed that genes encoding cellulases and hemicellulases are also subject to PAC-3 control. Moreover, deletion of pac-3 affects the expression of transcription factor-encoding genes. Together, the results suggest that the regulation of holocellulase genes by PAC-3 can occur as directly as in indirect manner. Our study helps improve the understanding of holocellulolytic performance in response to PAC-3 and should thereby contribute to the better use of N. crassa in the biotechnology industry.
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Affiliation(s)
- Amanda Cristina Campos Antoniêto
- Department of Biochemistry and Immunology, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Wellington Ramos Pedersoli
- Department of Genetics, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Lílian dos Santos Castro
- Department of Biochemistry and Immunology, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Rodrigo da Silva Santos
- Department of Genetics, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Aline Helena da Silva Cruz
- Department of Genetics, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Karoline Maria Vieira Nogueira
- Department of Biochemistry and Immunology, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Rafael Silva-Rocha
- Systems and Synthetic Biology Laboratory, Department of Cell and Molecular Biology, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | - Antonio Rossi
- Department of Genetics, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Roberto Nascimento Silva
- Department of Biochemistry and Immunology, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
- * E-mail:
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20
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Estimation of cellulose crystallinity of sugarcane biomass using near infrared spectroscopy and multivariate analysis methods. Carbohydr Polym 2016; 158:20-28. [PMID: 28024538 DOI: 10.1016/j.carbpol.2016.12.005] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2016] [Revised: 11/30/2016] [Accepted: 12/02/2016] [Indexed: 10/20/2022]
Abstract
A method for estimation of sugarcane (Saccharum spp.) biomass crystallinity using near infrared spectroscopy (NIR) and partial least squares regression (PLS) as an alternative to the standard method using X-ray diffractometry (XRD) is proposed. Crystallinity was obtained using XRD from sugarcane bagasse. NIR spectra were obtained of the same material. PLS models were built using the NIR and crystallinity values. Cellulose crystallinity ranged from 50 to 81%. Two variable selection algorithms were applied to improve the predictive ability of models, i.e. (a) Ordered Predictors Selection (OPS) and (b) Genetic Algorithm. The best model, obtained with the OPS algorithm, presented values of correlation coefficient of prediction, root mean squared error of prediction and ratio of performance deviation equals to 0.92, 3.01 and 1.71, respectively. A scatter matrix among lignin, α-cellulose, hemicellulose, ash and crystallinity was built that showed that there was no correlation among these properties for the samples studied.
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21
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Chambergo FS, Valencia EY. Fungal biodiversity to biotechnology. Appl Microbiol Biotechnol 2016; 100:2567-77. [DOI: 10.1007/s00253-016-7305-2] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Revised: 12/31/2015] [Accepted: 01/05/2016] [Indexed: 02/07/2023]
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