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Herman RA, Ayepa E, Zhang WX, Li ZN, Zhu X, Ackah M, Yuan SS, You S, Wang J. Molecular modification and biotechnological applications of microbial aspartic proteases. Crit Rev Biotechnol 2024; 44:388-413. [PMID: 36842994 DOI: 10.1080/07388551.2023.2171850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 12/13/2022] [Accepted: 01/07/2023] [Indexed: 02/28/2023]
Abstract
The growing preference for incorporating microbial aspartic proteases in industries is due to their high catalytic function and high degree of substrate selectivity. These properties, however, are attributable to molecular alterations in their structure and a variety of other characteristics. Molecular tools, functional genomics, and genome editing technologies coupled with other biotechnological approaches have aided in improving the potential of industrially important microbial proteases by addressing some of their major limitations, such as: low catalytic efficiency, low conversion rates, low thermostability, and less enzyme yield. However, the native folding within their full domain is dependent on a surrounding structure which challenges their functionality in substrate conversion, mainly due to their mutual interactions in the context of complex systems. Hence, manipulating their structure and controlling their expression systems could potentially produce enzymes with high selectivity and catalytic functions. The proteins produced by microbial aspartic proteases are industrially capable and far-reaching in regulating certain harmful distinctive industrial processes and the benefits of being eco-friendly. This review provides: an update on current trends and gaps in microbial protease biotechnology, exploring the relevant recombinant strategies and molecular technologies widely used in expression platforms for engineering microbial aspartic proteases, as well as their potential industrial and biotechnological applications.
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Affiliation(s)
- Richard Ansah Herman
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, P.R. China
- School of Materials Science and Engineering, Jiangsu University of Science and Technology, Zhenjiang, P. R. China
| | - Ellen Ayepa
- Oil Palm Research Institute, Council for Scientific and Industrial Research, Kusi, Ghana
| | - Wen-Xin Zhang
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, P.R. China
| | - Zong-Nan Li
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, P.R. China
| | - Xuan Zhu
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, P.R. China
| | - Michael Ackah
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, P.R. China
| | - Shuang-Shuang Yuan
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, P.R. China
| | - Shuai You
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, P.R. China
- Key Laboratory of Silkworm and Mulberry Genetic Improvement, Ministry of Agricultural and Rural Affairs, Sericultural Research Institute, Chinese Academy of Agricultural Sciences, Zhenjiang, P.R. China
| | - Jun Wang
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, P.R. China
- Key Laboratory of Silkworm and Mulberry Genetic Improvement, Ministry of Agricultural and Rural Affairs, Sericultural Research Institute, Chinese Academy of Agricultural Sciences, Zhenjiang, P.R. China
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Guo Y, Zhou J, Jia W, Gao H, Zhang H, Zhang C. Characterization of a Novel Milk-Clotting Aspartic Protease from Penicillium sp. and Structural Explanation for its High Milk-Clotting Index. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2023. [PMID: 37017929 DOI: 10.1021/acs.jafc.2c07303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
A novel milk-clotting enzyme isolated from Penicillium sp. ACCC 39790 (PsMCE) was prepared by heterologous expression. The recombinant PsMCE had an apparent molecular mass of 45 kDa and exhibited maximum casein hydrolysis activity at pH 4.0 and 50 °C. The PsMCE activity was enhanced by calcium ions and strongly inhibited by pepstatin A. Through hydrolysis pattern and cleavage site analyses, the milk-clotting activity of PsMCE was related to its specific hydrolysis between Phe105 and Met106 in the κ-casein proteins. The structural basis of PsMCE was characterized using homology modeling, molecular docking, and interactional analysis. The P1' region of PsMCE is critical for its selective binding to the hydrolytic site in κ-casein, and the hydrophobic forces play a decisive role in the specific cleavage of Phe105 and Met106. These interactional analyses between PsMCE and the ligand peptide clarified the fundamentals of its high milk-clotting index (MCI). PsMCE could be applied in cheese making due to its thermolability and high MCI value as a potential milk-clotting enzyme.
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Affiliation(s)
- Yujie Guo
- Key Laboratory of Agro-Products Processing, Ministry of Agriculture and Rural Affairs, Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China
- Xinjiang Taikun Group Co., Ltd., Xinjiang Uygur Autonomous Region, Changji 831100, People's Republic of China
| | - Jiaojiao Zhou
- Key Laboratory of Agro-Products Processing, Ministry of Agriculture and Rural Affairs, Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Wei Jia
- Key Laboratory of Agro-Products Processing, Ministry of Agriculture and Rural Affairs, Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China
- Xinjiang Taikun Group Co., Ltd., Xinjiang Uygur Autonomous Region, Changji 831100, People's Republic of China
| | - Hongwei Gao
- Key Laboratory of Agro-Products Processing, Ministry of Agriculture and Rural Affairs, Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China
- Xinjiang Taikun Group Co., Ltd., Xinjiang Uygur Autonomous Region, Changji 831100, People's Republic of China
| | - Hongru Zhang
- Key Laboratory of Agro-Products Processing, Ministry of Agriculture and Rural Affairs, Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Chunhui Zhang
- Key Laboratory of Agro-Products Processing, Ministry of Agriculture and Rural Affairs, Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing 100193, China
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Ferreira AN, Da Silva AT, Nascimento JSD, Souza CBD, Silva MDC, Grillo LAM, Luz JMRD, Pereira HJV. Production, characterization, and application of a new chymotrypsin-like protease from Pycnoporus sanguineus. BIOCATAL BIOTRANSFOR 2023. [DOI: 10.1080/10242422.2023.2196362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2023]
Affiliation(s)
| | | | | | - Cledson Barros de Souza
- Institute of Chemistry and Biotechnology, Federal University of Alagoas, Maceió, Alagoas, Brazil
| | - Monizy da Costa Silva
- Institute of Chemistry and Biotechnology, Federal University of Alagoas, Maceió, Alagoas, Brazil
| | | | - José Maria Rodrigues da Luz
- Universidade Federal de Viçosa (UFV), Departamento de Microbiologia, Laboratório de Associações Micorrizicas -LAMIC, Viçosa, Minas Gerais, Brazil
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Metagenomic insights into bacterial communities and functional genes associated with texture characteristics of Kazakh artisanal fermented milk Ayran in Xinjiang, China. Food Res Int 2023; 164:112414. [PMID: 36737993 DOI: 10.1016/j.foodres.2022.112414] [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: 08/29/2022] [Revised: 11/28/2022] [Accepted: 12/25/2022] [Indexed: 12/30/2022]
Abstract
The complex microflora of traditional fermented milk is crucial to milk coagulation mainly through acid and protease production; however, it is still unclear which microbes and proteases significantly influence the texture of Ayran, a Kazakh artisanal fermented milk in Xinjiang, China. In this study, fifty-nine samples of Ayran were collected and investigated on texture properties. Finally, six Ayran samples with different texture features were screened out, and the taxonomic and functional attributes of their microbiota were characterized by metagenomics. The results showed that the hardness of the fermented milk in Yili Kazakh Autonomous Prefecture was significantly higher than that in other pasture areas. Lactobacillus and Lactococcus were the core genera that affected the coagulation quality of milk. Furthermore, we found that the proline iminopeptidase pip (EC 3.4.11.5) gene of Lactobacillus helveticus and Limosilactobacillus fermentum and the dipeptidase E pepE (EC 3.4.13.21) gene of Lactococcus lactis were most associated with the coagulation quality of fermented milk. Furthermore, positive correlations were observed among the hardness of fermented milk, the activity of the proteases, and the corresponding functional gene expressions.
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Mamo J, Kangwa M, Suarez Orellana JF, Yelemane V, Fernandez-Lahore HM, Assefa F. Purification and Characterization of Aspartic Protease Produced from Aspergillus oryzae DRDFS13 MN726447 under Solid-State Fermentation. Catal Letters 2022. [DOI: 10.1007/s10562-021-03777-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Improved Foods Using Enzymes from Basidiomycetes. Processes (Basel) 2022. [DOI: 10.3390/pr10040726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/10/2022] Open
Abstract
Within the kingdom of fungi, the division Basidiomycota represents more than 30,000 species, some with huge genomes indicating great metabolic potential. The fruiting bodies of many basidiomycetes are appreciated as food (“mushrooms”). Solid-state and submerged cultivation processes have been established for many species. Specifically, xylophilic fungi secrete numerous enzymes but also form smaller metabolites along unique pathways; both groups of compounds may be of interest to the food processing industry. To stimulate further research and not aim at comprehensiveness in the broad field, this review describes some recent progress in fermentation processes and the knowledge of fungal genetics. Processes with potential for food applications based on lipases, esterases, glycosidases, peptidases and oxidoreductases are presented. The formation and degradation of colourants, the degradation of harmful food components, the formation of food ingredients and particularly of volatile and non-volatile flavours serve as examples. In summary, edible basidiomycetes are foods—and catalysts—for food applications and rich donors of genes to construct heterologous cell factories for fermentation processes. Options arise to support the worldwide trend toward greener, more eco-friendly and sustainable processes.
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Microbial Peptidase in Food Processing: Current State of the Art and Future Trends. Catal Letters 2022. [DOI: 10.1007/s10562-022-03965-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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Production and Partial Characterization of α-Amylase Enzyme from Marine Actinomycetes. BIOMED RESEARCH INTERNATIONAL 2021; 2021:5289848. [PMID: 34917683 PMCID: PMC8670945 DOI: 10.1155/2021/5289848] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 10/20/2021] [Accepted: 10/30/2021] [Indexed: 01/05/2023]
Abstract
Amylase producing actinobacteria were isolated and characterized from terrestrial environment. There are a limited number of reports investigating the marine environment; hence, in the present study, four marine enzymes were tested for their amylase production ability. On starch agar plates, the Streptomyces rochei strain showed a higher hydrolytic zone (24 mm) than the other isolates. Growth under optimized culture conditions using Plackett-Burman's experimental design led to a 1.7, 9.8, 7.7, and 3.12-fold increase for the isolates S. griseorubens, S. rochei, S. parvus, and Streptomyces sp., respectively, in the specific activity measurement. When applying the Box-Behnken design on S. rochei using the most significant parameters (starch, K2HPO4, pH, and temperature), there was a 12.22-fold increase in the specific activity measurement 7.37 U/mg. The α-amylase was partially purified, and its molecular weight was determined using sodium dodecyl sulfate-polyacrylamide gel electrophoresis. α-Amylase was particularly active at pH 6 and 65°C. The purified enzyme was most active at 65°C and pH 6, thermal stability of 70°C for 40 min, and salt concentration of 1 M with Km and Vmax of 6.58 mg/ml and 21.93 μmol/ml/min, respectively. The α-amylase was improved by adding Cu+2, Zn+2, and Fe+2 (152.21%, 207.24%, and 111.89%). Increased production of α-amylase enzyme by S. rochei KR108310 leads to production of significant industrial products.
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Aiewviriyasakul K, Bunterngsook B, Lekakarn H, Sritusnee W, Kanokratana P, Champreda V. Biochemical characterization of xylanase GH11 isolated from Aspergillus niger BCC14405 (XylB) and its application in xylooligosaccharide production. Biotechnol Lett 2021; 43:2299-2310. [PMID: 34718907 DOI: 10.1007/s10529-021-03202-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 10/22/2021] [Indexed: 01/03/2023]
Abstract
OBJECTIVE To develop an endo-β-1,4-xylanase with high specificity for production of prebiotic xylooligosaccharides that optimally works at moderate temperature desirable to reduce the energy cost in the production process. RESULTS The xylB gene, encoding for a glycosyl hydrolase family 11 xylanase from a thermoresistant fungus, Aspergillus niger BCC14405 was expressed in a methylotrophic yeast P. pastoris KM71 in a secreted form. The recombinant XylB showed a high specific activity of 3852 and 169 U mg-1 protein on beechwood xylan and arabinoxylan, respectively with no detectable side activities against different forms of cellulose (Avicel Ò PH101 microcrystalline cellulose, phosphoric acid swollen cellulose and carboxymethylcellulose). The enzyme worked optimally at 45 °C, pH 6.0. It showed a specific cleavage pattern by releasing xylobiose (X2) as the major product from xylooligosaccharides (X3 to X6) substrates. The highest XOS yield of 708 mg g-1 substrate comprising X2, X3 and X6 was obtained from beechwood xylan hydrolysis. CONCLUSION The enzyme is potent for XOS production and for saccharification of lignocellulosic biomass.
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Affiliation(s)
- Katesuda Aiewviriyasakul
- Enzyme Technology Research Team, Biorefinery Technology and Bioproduct Research Group, National Center for Genetic Engineering and Biotechnology, 113 Thailand Science Park, Phahonyothin Road, Khlong Luang, Pathumthani, 12120, Thailand
| | - Benjarat Bunterngsook
- Enzyme Technology Research Team, Biorefinery Technology and Bioproduct Research Group, National Center for Genetic Engineering and Biotechnology, 113 Thailand Science Park, Phahonyothin Road, Khlong Luang, Pathumthani, 12120, Thailand.
| | - Hataikarn Lekakarn
- Department of Biotechnology, Faculty of Science and Technology, Thammasat University, Rangsit Campus, Phahonyothin Road, Khlong Luang, Pathumthani, 12120, Thailand
| | - Wipawee Sritusnee
- Enzyme Technology Research Team, Biorefinery Technology and Bioproduct Research Group, National Center for Genetic Engineering and Biotechnology, 113 Thailand Science Park, Phahonyothin Road, Khlong Luang, Pathumthani, 12120, Thailand
| | - Pattanop Kanokratana
- Enzyme Technology Research Team, Biorefinery Technology and Bioproduct Research Group, National Center for Genetic Engineering and Biotechnology, 113 Thailand Science Park, Phahonyothin Road, Khlong Luang, Pathumthani, 12120, Thailand
| | - Verawat Champreda
- Enzyme Technology Research Team, Biorefinery Technology and Bioproduct Research Group, National Center for Genetic Engineering and Biotechnology, 113 Thailand Science Park, Phahonyothin Road, Khlong Luang, Pathumthani, 12120, Thailand
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Abstract
Proteases are ubiquitous enzymes, having significant physiological roles in both synthesis and degradation. The use of microbial proteases in food fermentation is an age-old process, which is today being successfully employed in other industries with the advent of ‘omics’ era and innovations in genetic and protein engineering approaches. Proteases have found application in industries besides food, like leather, textiles, detergent, waste management, agriculture, animal husbandry, cosmetics, and pharmaceutics. With the rising demands and applications, researchers are exploring various approaches to discover, redesign, or artificially synthesize enzymes with better applicability in the industrial processes. These enzymes offer a sustainable and environmentally safer option, besides possessing economic and commercial value. Various bacterial and fungal proteases are already holding a commercially pivotal role in the industry. The current review summarizes the characteristics and types of proteases, microbial source, their current and prospective applications in various industries, and future challenges. Promoting these biocatalysts will prove significant in betterment of the modern world.
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Liu H, Li Q, Zhao D, Zhang M, Jiang S, Li C. Changes in the structure and digestibility of myoglobin treated with sodium chloride. Food Chem 2021; 363:130284. [PMID: 34120050 DOI: 10.1016/j.foodchem.2021.130284] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 06/01/2021] [Accepted: 06/01/2021] [Indexed: 10/21/2022]
Abstract
Myoglobin is a protein not easily broken down by digestive enzymes due to its rigid structure. This study evaluated the structural characteristics of myoglobin under various sodium chloride treatments (0.4-0.8 mol/L for 5-10 h) and the impacts on its digestibility using spectroscopic and molecular dynamics simulation techniques. Myoglobin digestibility was 40% following pepsin digestion and 60% after being sequentially digested by pepsin and trypsin. The α-helix content of myoglobin did not change significantly following sodium chloride treatment but hydrophobic amino acids were exposed and the binding of phenylalanine targeted by some digestive enzymes became more stable, leading to the reduced digestibility.
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Affiliation(s)
- Hui Liu
- Key Laboratory of Meat Processing and Quality Control, MOE, Key Laboratory of Meat Processing, MARA, Jiangsu Collaborative Innovation Center of Meat Production, Processing and Quality Control; College of Food Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Qian Li
- Key Laboratory of Meat Processing and Quality Control, MOE, Key Laboratory of Meat Processing, MARA, Jiangsu Collaborative Innovation Center of Meat Production, Processing and Quality Control; College of Food Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Di Zhao
- Key Laboratory of Meat Processing and Quality Control, MOE, Key Laboratory of Meat Processing, MARA, Jiangsu Collaborative Innovation Center of Meat Production, Processing and Quality Control; College of Food Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Miao Zhang
- Key Laboratory of Meat Processing and Quality Control, MOE, Key Laboratory of Meat Processing, MARA, Jiangsu Collaborative Innovation Center of Meat Production, Processing and Quality Control; College of Food Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Shuai Jiang
- Key Laboratory of Meat Processing and Quality Control, MOE, Key Laboratory of Meat Processing, MARA, Jiangsu Collaborative Innovation Center of Meat Production, Processing and Quality Control; College of Food Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Chunbao Li
- Key Laboratory of Meat Processing and Quality Control, MOE, Key Laboratory of Meat Processing, MARA, Jiangsu Collaborative Innovation Center of Meat Production, Processing and Quality Control; College of Food Science and Technology, Nanjing Agricultural University, Nanjing 210095, China.
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12
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de Lima EE, Franco DG, Galeano RMS, Guimarães NCDA, Masui DC, Giannesi GC, Zanoelo FF. Biochemical characterization of a partially purified protease from Aspergillus terreus 7461 and its application as an environmentally friendly dehairing agent for leather industry. Prep Biochem Biotechnol 2020; 51:320-330. [PMID: 32903132 DOI: 10.1080/10826068.2020.1815058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Proteases can be used in several biotechnological processes including detergent, food and leather industries. In the leather industry, dehairing is carried out by chemicals, which pollute the environment. Therefore, to make the hair removal process environmentally friendly, a protease produced by Aspergillus terreus has been purified, biochemically characterized and had an efficient ability to remove hair from bovine leather. The protease was produced using 1% wheat bran and was purified 2.3-fold using two chromatographic steps showing a molecular weight of 90 kDa. Optimal temperature and pH were 50 °C and 6.5, respectively. Thermal stability was up to 1 h at 50 °C. Protease was stable to detergents like Tween 80 and to organic solvents. The activity was activated by Ca2+ and inhibited by Hg2+ and Cu2+. The enzyme was classified as serine protease, by the inhibition by PMSF and was stable to reducing agents. It hydrolyzed casein, azocasein, BSA, egg albumin and BTpNA. The Km and Vmax values were 0.65 ± 0.03 mg/mL and 3.66 ± 0.18 μmol/min, respectively. Remarkable properties about temperature, pH, stability to detergents and reducing agents ensure that the protease from A. terreus can be an excellent candidate for industrial applications, particularly in the leather industry.
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Affiliation(s)
- Emmly Ernesto de Lima
- Laboratory of Biochemistry and Microorganisms - Bioscience Institute (InBio), Federal University of Mato Grosso of Sul/UFMS, Campo Grande, MS, Brazil
| | - Daniel Guerra Franco
- Laboratory of Biochemistry and Microorganisms - Bioscience Institute (InBio), Federal University of Mato Grosso of Sul/UFMS, Campo Grande, MS, Brazil
| | - Rodrigo Mattos Silva Galeano
- Laboratory of Biochemistry and Microorganisms - Bioscience Institute (InBio), Federal University of Mato Grosso of Sul/UFMS, Campo Grande, MS, Brazil
| | | | - Douglas Chodi Masui
- Laboratory of Biochemistry and Microorganisms - Bioscience Institute (InBio), Federal University of Mato Grosso of Sul/UFMS, Campo Grande, MS, Brazil
| | - Giovana Cristina Giannesi
- Laboratory of Biochemistry and Microorganisms - Bioscience Institute (InBio), Federal University of Mato Grosso of Sul/UFMS, Campo Grande, MS, Brazil
| | - Fabiana Fonseca Zanoelo
- Laboratory of Biochemistry and Microorganisms - Bioscience Institute (InBio), Federal University of Mato Grosso of Sul/UFMS, Campo Grande, MS, Brazil
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Optimization of media composition and growth conditions for production of milk-clotting protease (MCP) from Aspergillus oryzae DRDFS13 under solid-state fermentation. Braz J Microbiol 2020; 51:571-584. [PMID: 32212055 DOI: 10.1007/s42770-020-00243-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Accepted: 02/08/2020] [Indexed: 10/24/2022] Open
Abstract
This study reports the optimization of milk-clotting protease production from Aspergillus oryzae DRDFS13 under solid-state fermentation (SSF) in both one-variable-at-a-time and response surface methodology (RSM). The production and optimization of milk-clotting protease obtained from Aspergillus oryzae DRDFS13 under solid-state fermentation (SSF) using different agro-industrial wastes as solid substrates were studied. The agro-industrial wastes used included wheat bran, rice bran, pea bran, and grass pea bran. The chemical composition of the best solid substrate was tested using standard methods. Others cultivation parameters were studied, and the results showed that the optimum fermentation medium composed of wheat bran, casein (1% w/w), and glucose (0.5% w/w) and the conditions for maximum milk-clotting protease production were at the moisture content of 55.0%, inoculum of 0.5*106 spores/mL, incubation temperature of 30 °C, pH of 6.0, and fermentation time of 5 days. The highest milk-clotting activity was obtained from the crude enzyme extracted using 0.1 M NaCl and partial purification of the crude enzyme using chilled acetone, and 80% (NH4)2SO4 increased the ratio of MCA/PA from 0.56 to 1.30 and 0.65, respectively. Moreover, the highest MCA (137.58 U/mL) was obtained at a casein concentration of 0.5%, pH 4.0, and 25 °C, using RSM. Thus, results from the present study showed that the optimization of milk-clotting protease production from A. oryzae DRDFS 13 under SSF by both one-variable-at-a-time and RSM significantly increased the milk-clotting activity. This is the first report from a fungus in the Ethiopian setting and a modest contribution to highlight the potential of harnessing microbial protease enzymes for industrial applications.
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da Silva RR, Souto TB, Gonsales da Rosa N, de Oliveira LCG, Juliano MA, Juliano L, Rosa JC, Cabral H. Evaluation of the milk clotting properties of an aspartic peptidase secreted by Rhizopus microsporus. Prep Biochem Biotechnol 2019; 50:226-233. [PMID: 31661372 DOI: 10.1080/10826068.2019.1683861] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Traditionally, chymosin has been used for milk-clotting, but this naturally occurring enzyme is in short supply and its use has raised religious and ethical concerns. Because milk-clotting peptidases are a promising substitute for chymosin in cheese preparation, there is a need to find and test the specificity of these enzymes. Here, we evaluated the milk-clotting properties of an aspartic peptidase secreted by Rhizopus microsporus. The molecular mass of this enzyme was estimated at 36 kDa and Pepstatin A was determined to be an inhibitor. Optimal activity occurred at a pH of 5.5 and a temperature range of 50-60 °C, but the peptidase was stable in the pH range of 4-7 and a temperature as low as 45 °C. Proteolytic activity was significantly reduced in the presence of Cu2+ and Al3+. When enzyme substrates based on FRET were used, this peptidase exhibited the highest catalytic efficiency for Abz-KNRSSKQ-EDDnp (4,644 ± 155 mM-1.s-1), Abz-KLRSSNQ-EDDnp (3,514 ± 130 mM-1.s-1), and Abz-KLRQSKQ-EDDnp (3,068 ± 386 mM-1.s-1). This study presents a promising peptidase for use in cheese making, due to its high stability in the presence of Ca2+ and broad pH range of 4-7, in addition to its ability to efficiently clot milk.
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Affiliation(s)
- Ronivaldo Rodrigues da Silva
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Tatiane Beltramini Souto
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Nathalia Gonsales da Rosa
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, São Paulo, Brazil
| | | | | | - Luiz Juliano
- Universidade Federal de São Paulo, São Paulo, Brazil
| | - Jose C Rosa
- Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Hamilton Cabral
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, São Paulo, Brazil
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15
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da Silva RR, Duffeck CE, Boscolo M, da Silva R, Gomes E. Milk clotting and storage-tolerant peptidase from Aureobasidium leucospermi LB86. Process Biochem 2019. [DOI: 10.1016/j.procbio.2019.07.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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16
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Daranagama ND, Shioya K, Yuki M, Sato H, Ohtaki Y, Suzuki Y, Shida Y, Ogasawara W. Proteolytic analysis of Trichoderma reesei in celluase-inducing condition reveals a role for trichodermapepsin (TrAsP) in cellulase production. ACTA ACUST UNITED AC 2019; 46:831-842. [DOI: 10.1007/s10295-019-02155-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Accepted: 02/12/2019] [Indexed: 12/22/2022]
Abstract
Abstract
Filamentous fungi produce a variety of proteases with significant biotechnological potential and show diverse substrate specificities. Proteolytic analysis of the industrial enzyme producer Trichoderma reesei has been sparse. Therefore, we determined the substrate specificity of T. reesei secretome and its main protease Trichodermapepsin (TrAsP) up to P1 position using FRETS-25Xaa-libraries. The role of TrAsP was analyzed using T. reesei QM9414 and the deletant QM∆trasp in Avicel. We observed higher activities of CMCase, Avicelase, and Xylanase in QM∆t rasp compared to that of QM9414. Saccharification rate of cellulosic biomass also increased when using secretome of QM∆trasp but the effect was not significant due to the absence of difference in BGL activity compared to QM9414. Higher TrAsP was produced when monosaccharides were used as a carbon source compared to cellulase inducers such as Avicel and α-sophorose. These results elucidate the relationship between TrAsP and cellulase production in T. reesei and suggest a physiological role for TrAsP.
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Affiliation(s)
- Nayani Dhanushka Daranagama
- 0000 0001 0671 2234 grid.260427.5 Department of Bioengineering Nagaoka University of Technology 1603-1, Kamitomioka 940-2188 Nagaoka Japan
| | - Koki Shioya
- 0000 0001 0671 2234 grid.260427.5 Department of Bioengineering Nagaoka University of Technology 1603-1, Kamitomioka 940-2188 Nagaoka Japan
| | - Masahiro Yuki
- 0000 0001 0671 2234 grid.260427.5 Department of Bioengineering Nagaoka University of Technology 1603-1, Kamitomioka 940-2188 Nagaoka Japan
| | - Haruna Sato
- 0000 0001 0671 2234 grid.260427.5 Department of Bioengineering Nagaoka University of Technology 1603-1, Kamitomioka 940-2188 Nagaoka Japan
| | - Yuki Ohtaki
- 0000 0001 0671 2234 grid.260427.5 Department of Bioengineering Nagaoka University of Technology 1603-1, Kamitomioka 940-2188 Nagaoka Japan
| | - Yoshiyuki Suzuki
- 0000 0001 0671 2234 grid.260427.5 Department of Bioengineering Nagaoka University of Technology 1603-1, Kamitomioka 940-2188 Nagaoka Japan
| | - Yosuke Shida
- 0000 0001 0671 2234 grid.260427.5 Department of Bioengineering Nagaoka University of Technology 1603-1, Kamitomioka 940-2188 Nagaoka Japan
| | - Wataru Ogasawara
- 0000 0001 0671 2234 grid.260427.5 Department of Bioengineering Nagaoka University of Technology 1603-1, Kamitomioka 940-2188 Nagaoka Japan
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17
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Guo Y, Tu T, Yuan P, Wang Y, Ren Y, Yao B, Luo H. High-level expression and characterization of a novel aspartic protease from Talaromyces leycettanus JCM12802 and its potential application in juice clarification. Food Chem 2019; 281:197-203. [DOI: 10.1016/j.foodchem.2018.12.096] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 12/19/2018] [Accepted: 12/19/2018] [Indexed: 01/19/2023]
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18
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Takenaka S, Lim L, Fukami T, Yokota S, Doi M. Isolation and characterization of an aspartic protease able to hydrolyze and decolorize heme proteins from Aspergillus glaucus. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2019; 99:2042-2047. [PMID: 30187473 DOI: 10.1002/jsfa.9339] [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: 04/25/2018] [Revised: 07/17/2018] [Accepted: 08/29/2018] [Indexed: 06/08/2023]
Abstract
BACKGROUND The xerophilic Aspergillus molds, Aspergillus glaucus and Aspergillus repens, have been used in the ripening and fermentation of dried tuna bonito (katsuobushi). These molds, and especially their extracellular hydrolytic enzymes, may also be of wider industrial value. RESULTS Aspergillus glaucus strain MA0196 produces different types of hydrolytic enzymes, including amylase, serine protease, aspartic protease, lipase and cellulase, depending on the composition of the medium. We characterized several of these enzymes, focusing on a glycosylated aspartic protease. The results showed that the lower the d-glucose concentration in the medium, the higher the degree of protease glycosylation, with excess glycosylation tending to decrease protease activity. The molecular mass of the glycosylated protease as determined by gel filtration and sodium dodecyl sulphate-polyacrylamide gel electrophoresis was 243 and 253 kDa, respectively. The chemically deglycosylated protease had a molecular mass of only 46 kDa. The amount of myoglobin-decolorizing activity was similar to that of a previously reported aspartic protease from A. repens strain MK82. However, the strain MA0196 protease more broadly hydrolyzed myoglobin and hemoglobins than did the strain MK82 protease. CONCLUSION The results of the present study demonstrate the potential utility of Aspergillus molds as a functionally new microbial resource for industrial applications such as the bleaching of heme proteins. © 2018 Society of Chemical Industry.
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Affiliation(s)
- Shinji Takenaka
- Division of Agrobioscience, Graduate School of Agricultural Science, Kobe University, Kobe, Japan
| | - Lihui Lim
- Division of Agrobioscience, Graduate School of Agricultural Science, Kobe University, Kobe, Japan
| | - Takashi Fukami
- Division of Agrobioscience, Graduate School of Agricultural Science, Kobe University, Kobe, Japan
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19
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Biochemical characteristics and potential application of a novel ethanol and glucose-tolerant β-glucosidase secreted by Pichia guilliermondii G1.2. J Biotechnol 2019; 294:73-80. [DOI: 10.1016/j.jbiotec.2019.02.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Accepted: 02/07/2019] [Indexed: 11/21/2022]
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20
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da Silva RR. Enzyme technology in food preservation: A promising and sustainable strategy for biocontrol of post-harvest fungal pathogens. Food Chem 2019; 277:531-532. [DOI: 10.1016/j.foodchem.2018.11.022] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Accepted: 11/03/2018] [Indexed: 11/25/2022]
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21
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de Oliveira Simões LC, da Silva RR, de Oliveira Nascimento CE, Boscolo M, Gomes E, da Silva R. Purification and Physicochemical Characterization of a Novel Thermostable Xylanase Secreted by the Fungus Myceliophthora heterothallica F.2.1.4. Appl Biochem Biotechnol 2019; 188:991-1008. [DOI: 10.1007/s12010-019-02973-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2018] [Accepted: 02/01/2019] [Indexed: 01/13/2023]
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22
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Sato K, Kaneko T, Miura T, Tanimoto M. Purification and Characterization of a Milk-clotting Enzyme from Hericium erinaceum. FOOD SCIENCE AND TECHNOLOGY RESEARCH 2019. [DOI: 10.3136/fstr.25.735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Kaoru Sato
- Department of Food Science and Technology, Faculty of Applied Life Science, Nippon Veterinary and Life Science University
| | - Takuya Kaneko
- Department of Food Science and Technology, Faculty of Applied Life Science, Nippon Veterinary and Life Science University
| | - Takayuki Miura
- Department of Food Science and Technology, Faculty of Applied Life Science, Nippon Veterinary and Life Science University
| | - Morimasa Tanimoto
- Department of Local Produce and Food Sciences, University of Yamanashi
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23
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Gao B, He L, Wei D, Zhang L. Identification and magnetic immobilization of a pyrophilous aspartic protease from Antarctic psychrophilic fungus. J Food Biochem 2018. [DOI: 10.1111/jfbc.12691] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- Bei Gao
- State Key Lab of Bioreactor Engineering, New World Institute of Biotechnology East China University of Science and Technology Shanghai China
| | - Lei He
- State Key Lab of Bioreactor Engineering, New World Institute of Biotechnology East China University of Science and Technology Shanghai China
| | - Dongzhi Wei
- State Key Lab of Bioreactor Engineering, New World Institute of Biotechnology East China University of Science and Technology Shanghai China
| | - Lujia Zhang
- Shanghai Engineering Research Center of Molecular Therapeutics and New Drug Development, Department of Chemistry, School of Molecular Engineering East China Normal University Shanghai China
- NYU‐ECNU Center for Computational Chemistry at NYU Shanghai Shanghai China
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24
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da Silva RR, da Rosa NG, de Oliveira LCG, Juliano MA, Juliano L, Rosa JC, Cabral H. Biochemical Properties and Catalytic Specificity of a Novel Neutral Serine Peptidase Secreted by Fungus Pyrenochaetopsis sp. Appl Biochem Biotechnol 2018; 187:1158-1172. [PMID: 30178205 DOI: 10.1007/s12010-018-2875-3] [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: 05/22/2018] [Accepted: 08/24/2018] [Indexed: 10/28/2022]
Abstract
The fungal genus Pyrenochaetopsis has received particular attention because of its different lifestyles, such as numerous plant pathogenic, saprophytic, and endophytic species. Its ability to infect plant cells relies heavily upon secreted peptidases. Here, we investigated the biochemical properties and catalytic specificity of a new serine peptidase secreted by the filamentous fungus Pyrenochaetopsis sp. We found that while this neutral serine peptidase displayed optimal activity at a pH of 7.0 and temperature of 45 °C, it tolerated a wide range of pH conditions and temperatures lower than 45 °C. Its peptidase activity was depressed by some metallic ions (such as aluminum, cobalt, and copper (II) chloride) and enhanced by others (such as sodium, lithium, magnesium, potassium, calcium, and manganese). Lastly, the enzyme showed the greatest specificity for non-polar amino acids, particularly leucine and isoleucine, and moderate specificity for basic and neutral polar amino acids. It displayed the least specificity for acidic residues.
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Affiliation(s)
- Ronivaldo Rodrigues da Silva
- Instituto de Biociências, Letras e Ciências Exatas, Universidade Estadual Paulista "Júlio de Mesquita Filho", São José do Rio Preto, São Paulo, Brazil
| | - Nathalia Gonsales da Rosa
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Av. do Café, s/n° Campus Universitário da USP CEP, Ribeirão Preto, São Paulo, 14040-903, Brazil
| | | | | | - Luiz Juliano
- Universidade Federal de São Paulo - UNIFESP, São Paulo, Brazil
| | - Jose C Rosa
- Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Hamilton Cabral
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Av. do Café, s/n° Campus Universitário da USP CEP, Ribeirão Preto, São Paulo, 14040-903, Brazil.
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25
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da Silva RR. Enzymatic Synthesis of Protein Hydrolysates From Animal Proteins: Exploring Microbial Peptidases. Front Microbiol 2018; 9:735. [PMID: 29755423 PMCID: PMC5932383 DOI: 10.3389/fmicb.2018.00735] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Accepted: 03/28/2018] [Indexed: 12/11/2022] Open
Affiliation(s)
- Ronivaldo Rodrigues da Silva
- Instituto de Biociências, Letras e Ciências Exatas, Universidade Estadual Paulista Júlio de Mesquita Filho (UNESP), São José do Rio Preto, Brazil
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Alici EH, Arabaci G. A novel serine protease from strawberry (Fragaria ananassa): Purification and biochemical characterization. Int J Biol Macromol 2018; 114:1295-1304. [PMID: 29601882 DOI: 10.1016/j.ijbiomac.2018.03.165] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 03/21/2018] [Accepted: 03/27/2018] [Indexed: 12/25/2022]
Abstract
In this study, a protease enzyme was purified from strawberry by using Sepharose-4B-l-tyrosine-p-amino benzoic acid affinity chromatography. The molecular weight of pure protease was determined 65.8 kDa by SDS-PAGE. The single band observed on the gel showed that the enzyme had a single polypeptide chain and was successfully purified. Purification of the protease by the chromatographic method resulted in a 395.6-fold increase in specific activity (3600 U/mg). Optimum pH and temperature for the enzyme were 6 and 40 °C, respectively. The protease was stable at a wide temperature range of 40 to 70 °C and a pH range of 3.0 to 9.0. Co2+ ions stimulated protease activity very strongly. Cu2+, Hg2+, Cd2+ and Mn2+ ions significantly inhibited protease activity. While 2-propanol completely inhibited the enzyme, the enzyme maintained its activity better in the presence of ethanol and methanol. The strawberry protease showed the highest specificity towards hemoglobin among all the natural substrates tested. The specificity of the enzyme towards synthetic substrates was also investigated and it was concluded that it has broad substrate specificity. The obtained results indicated that this purified protease was highly-likely a serine protease and its activity was significantly affected by the presence of metal ions.
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Affiliation(s)
- Esma Hande Alici
- Department of Chemistry, Faculty of Science and Arts, Sakarya University, Serdivan-Sakarya 54187, Turkey.
| | - Gulnur Arabaci
- Department of Chemistry, Faculty of Science and Arts, Sakarya University, Serdivan-Sakarya 54187, Turkey.
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da Silva RR. Comment on mRNA-Sequencing Analysis Reveals Transcriptional Changes in Root of Maize Seedlings Treated with Two Increasing Concentrations of a New Biostimulant. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2018; 66:2061-2062. [PMID: 29443526 DOI: 10.1021/acs.jafc.8b00022] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Overpopulation is already a reality, and the need for alternative technologies to meet a continuously increasing food demand has been much discussed around the world. In addition, soil decreasing fertility and desertification are obstacles that we will need to be overcome to increase crop productivity with a much-reduced dependence upon inorganic fertilizers. In this context, protein hydrolysates has emerged as an important strategy to reduce the use of inorganic fertilizers, whose applications as biostimulants for plant growth have shown very promising results.
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Affiliation(s)
- Ronivaldo Rodrigues da Silva
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo , Avenida do Café, s/n Campus Universitário da USP, Ribeirão Preto, São Paulo 14040-903, Brazil
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28
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da Silva RR. Exploring Microbial Peptidases for Cheese Production: A Viewpoint on the Current Conjecture. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2018; 66:1305-1306. [PMID: 29368517 DOI: 10.1021/acs.jafc.8b00018] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Affiliation(s)
- Ronivaldo Rodrigues da Silva
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo , Avenida do Café, s/n Campus Universitário da USP, Ribeirão Preto, São Paulo 14040-903, Brazil
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29
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Hamin Neto YAA, da Rosa Garzon NG, Pedezzi R, Cabral H. Specificity of peptidases secreted by filamentous fungi. Bioengineered 2017; 9:30-37. [PMID: 28857638 PMCID: PMC5972931 DOI: 10.1080/21655979.2017.1373531] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Peptidases are enzymes that cleave peptide bonds, yielding proteins and peptides. Enzymes in this class also perform several other functions, regulating the activation or inactivation of target substrates via proteolysis. Owing to these functions, peptidases have been extensively used in industrial and biotechnological applications. Given their potential functions, it is important to optimize the use of these enzymes, which requires determination of the specificity of each peptidase. The peptidase specificity must be taken into account in choosing a peptidase to catalyze the available protein source within the desired application. The specificity of a peptidase defines the profile of enzyme–substrate interactions, and for this the catalytic site and the arrangement of the amino acid residues involved in peptide bond cleavage need to be known. The catalytic sites of peptidases may be composed of several subsites that interact with amino acid residues for proteolysis. Filamentous fungi produce peptidases with varying specificity, and here we provide a review of those reported to date and their potential applications.
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Affiliation(s)
| | | | - Rafael Pedezzi
- a School of Pharmaceutical Sciences of Ribeirão Preto , University of São Paulo , Ribeirão Preto , Brazil
| | - Hamilton Cabral
- a School of Pharmaceutical Sciences of Ribeirão Preto , University of São Paulo , Ribeirão Preto , Brazil
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