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Herman RA, Zhu X, Ayepa E, Khurshid M, Zhang ZP, You S, Qian JF, Wang J. Magnetic Janus SiO 2 nanoparticles immobilized protease mutant T70I as a novel clarification agent for juice processing. Int J Biol Macromol 2025; 292:139327. [PMID: 39740719 DOI: 10.1016/j.ijbiomac.2024.139327] [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: 10/14/2024] [Revised: 12/20/2024] [Accepted: 12/28/2024] [Indexed: 01/02/2025]
Abstract
The juice processing industry offers several benefits, including promoting health and wellness through the delivery of beverages rich in nutrients. Nonetheless, the industry encounters significant challenges regarding new technologies for processing and preservation given that they can be costly and labor-intensive. In this study, magnetic Janus silica (SiO2) nanoparticle which offers multifunctionality and high stability was synthesized and subsequently immobilized with a protease mutant T70I (T70I@MSNs) to serve as a clarifying agent in juice. The optimal conditions for the protease immobilized with SiO2 nanoparticles showed superior tolerance and stability at pH 5 and 65 °C. Box-Behnken Design revealed optimizing conditions of 60 min, 50 °C and 0.2 % enzyme concentration which significantly influenced the clarification of the juice samples. Immobilized T70I@MSNs decreased >70 % of juice turbidity while maintaining about 78 % of enzyme activity after 7 consecutive cycles of reuse. Notably, T70I@MSN treatment enhanced certain volatile components by increasing alcohol and ester production, while changes in surface microstructure and functional groups were observed. This study highlights the significant improvement of magnetic Janus SiO2 nanoparticles immobilized proteases in the clarification of juice against haze and undesirable properties, thereby offering a notable contribution to the juice processing industry.
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Affiliation(s)
- Richard Ansah Herman
- Jiangsu Key Laboratory of Sericultural and Animal Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212100, PR China; Key Laboratory of Silkworm and Mulberry Genetic Improvement, Ministry of Agricultural and Rural Affairs, The Sericultural Research Institute, Chinese Academy of Agricultural Sciences, Zhenjiang, Jiangsu 212100, PR China
| | - Xuan Zhu
- Jiangsu Key Laboratory of Sericultural and Animal Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212100, PR China
| | - Ellen Ayepa
- Oil Palm Research Institute, Council for Scientific and Industrial Research, P.O. Box KD 74, Kade, Eastern Region, Ghana
| | - Marriam Khurshid
- Jiangsu Key Laboratory of Sericultural and Animal Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212100, PR China
| | - Zhan-Peng Zhang
- Jiangsu Key Laboratory of Sericultural and Animal Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212100, PR China
| | - Shuai You
- Jiangsu Key Laboratory of Sericultural and Animal Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212100, PR China; Key Laboratory of Silkworm and Mulberry Genetic Improvement, Ministry of Agricultural and Rural Affairs, The Sericultural Research Institute, Chinese Academy of Agricultural Sciences, Zhenjiang, Jiangsu 212100, PR China
| | - Jun-Feng Qian
- National-Local Joint Engineering Research Center of Biomass Refining and High-Quality Utilization, Changzhou University, Changzhou, Jiangsu 213164, PR China; Changzhou Key Laboratory of Biomass Green, Safe & High Value Utilization, Changzhou University, Changzhou, Jiangsu 213164, PR China
| | - Jun Wang
- Jiangsu Key Laboratory of Sericultural and Animal Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212100, PR China; Key Laboratory of Silkworm and Mulberry Genetic Improvement, Ministry of Agricultural and Rural Affairs, The Sericultural Research Institute, Chinese Academy of Agricultural Sciences, Zhenjiang, Jiangsu 212100, PR China; Jiangsu Key Laboratory of Clean Energy Storage and Conversion, Jiangsu University of Technology, Changzhou, Jiangsu 213001, PR China.
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Ahmed U, Stadelmann T, Heid D, Bleher K, Kirschhöfer F, Kratz H, Ochsenreither K, Eisele T. Recombinant Fungal Aspartic Endopeptidases: Insights into Protein Hydrolysis and Combined Effect with Pepsin for Animal Feed Application. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2025; 73:1478-1491. [PMID: 39748707 DOI: 10.1021/acs.jafc.4c09409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
Abstract
Protein hydrolysis under acidic conditions can improve the product quality, nutrient availability, and cost efficiency, particularly when neutral or alkaline enzymes are ineffective. Six fungal aspartic endopeptidases (FAPs) were recombinantly expressed as active enzymes in Komagataella phaffi, with peak activity between 30-50 °C and pH 3.0-4.0. Despite FAP1 yielding a higher degree of hydrolysis for soy protein isolate (SPI) than FAP4, mass spectrometry analysis revealed similar cleavage preferences for the two peptidases. FAP1 and FAP4 experienced competitive product inhibition (Ki: 2.8 mg mL-1, Km: 3.2 mg mL-1 for FAP1 and Ki: 9.67 mg mL-1, Km: 6.58 mg mL-1 for FAP4). These findings suggest that Ki and Km values, when studied in isolation, do not always predict a peptidase's hydrolytic efficacy. Among the FAPs, FAP6 notably increased soluble protein content in animal feed by ∼3-fold. FAP1, when combined with pepsin, had a positive effect on the hydrolysis of SPI. These results underscore the potential of FAPs to hydrolyze proteins─specifically, animal feed proteins─in acidic environments.
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Affiliation(s)
- Uzair Ahmed
- Faculty of Mechanical and Process Engineering, Hochschule Offenburg, 77652 Offenburg, Germany
- Department of Chemical and Process Engineering, Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, Germany
| | - Tobias Stadelmann
- Faculty of Mechanical and Process Engineering, Hochschule Offenburg, 77652 Offenburg, Germany
| | - Daniel Heid
- Faculty of Mechanical and Process Engineering, Hochschule Offenburg, 77652 Offenburg, Germany
| | - Katharina Bleher
- Bioengineering and Biosystems, Institute of Functional Interfaces (IFG), Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, Germany
| | - Frank Kirschhöfer
- Bioengineering and Biosystems, Institute of Functional Interfaces (IFG), Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, Germany
| | - Hannah Kratz
- Bioengineering and Biosystems, Institute of Functional Interfaces (IFG), Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, Germany
| | - Katrin Ochsenreither
- Department of Chemical and Process Engineering, Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, Germany
| | - Thomas Eisele
- Faculty of Mechanical and Process Engineering, Hochschule Offenburg, 77652 Offenburg, Germany
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Xue Y, Yan Q, Li X, Jiang Z. Characterization of a novel aspartic protease from Trichoderma asperellum for the preparation of duck blood peptides. Appl Microbiol Biotechnol 2024; 108:131. [PMID: 38229301 DOI: 10.1007/s00253-023-12848-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 11/24/2023] [Accepted: 12/01/2023] [Indexed: 01/18/2024]
Abstract
A novel aspartic protease gene (TaproA1) from Trichoderma asperellum was successfully expressed in Komagataella phaffii (Pichia pastoris). TaproA1 showed 52.8% amino acid sequence identity with the aspartic protease PEP3 from Coccidioides posadasii C735. TaproA1 was efficiently produced in a 5 L fermenter with a protease activity of 4092 U/mL. It exhibited optimal reaction conditions at pH 3.0 and 50 °C and was stable within pH 3.0-6.0 and at temperatures up to 45 °C. The protease exhibited broad substrate specificity with high hydrolysis activity towards myoglobin and hemoglobin. Furthermore, duck blood proteins (hemoglobin and plasma protein) were hydrolyzed by TaproA1 to prepare bioactive peptides with high ACE inhibitory activity. The IC50 values of hemoglobin and plasma protein hydrolysates from duck blood proteins were 0.105 mg/mL and 0.091 mg/mL, respectively. Thus, the high yield and excellent biochemical characterization of TaproA1 presented here make it a potential candidate for the preparation of duck blood peptides. KEY POINTS: • An aspartic protease (TaproA1) from Trichoderma asperellum was expressed in Komagataella phaffii. • TaproA1 exhibited broad substrate specificity and the highest activity towards myoglobin and hemoglobin. • TaproA1 has great potential for the preparation of bioactive peptides from duck blood proteins.
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Affiliation(s)
- Yibin Xue
- Key Laboratory of Food Bioengineering (China National Light Industry), College of Food Science & Nutritional Engineering, China Agricultural University, Beijing, 100083, China
| | - Qiaojuan Yan
- College of Engineering, China Agricultural University, Beijing, 100083, China
| | - Xue Li
- College of Engineering, China Agricultural University, Beijing, 100083, China
| | - Zhengqiang Jiang
- Key Laboratory of Food Bioengineering (China National Light Industry), College of Food Science & Nutritional Engineering, China Agricultural University, Beijing, 100083, China.
- Food Laboratory of Zhongyuan, Luohe City, 462000, Henan Province, China.
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Xue Y, Yan Q, Tian X, Han D, Jiang Z. High-level secretory expression and characterization of an acid protease in Komagataella phaffii and its application in soybean meal protein degradation. Int J Biol Macromol 2024; 282:137011. [PMID: 39481721 DOI: 10.1016/j.ijbiomac.2024.137011] [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: 08/24/2024] [Revised: 09/22/2024] [Accepted: 10/26/2024] [Indexed: 11/02/2024]
Abstract
Acid proteases play a crucial role in the industrial enzyme market, but low yield limits their widespread application. In this study, we focused on enhancing the secretory expression level of an acid protease (AopepA) from Aspergillus oryzae in Komagataella phaffii through stepwise genetic modification strategies. These included the co-expression of endoplasmic reticulum secretion-associated factors, overexpression of eukaryotic translation initiation factors, knockout of the β-1,3-glucanosyltransferase gene, disruption of the hypoxic heme-dependent repressor gene, and co-expression of the hemoglobin gene. After these modifications, protease activity increased by 4.2-fold, reaching 536.6 U/mL in a shaking flask. The engineered strain produced protease activity of up to 17,392.0 U/mL with a protein concentration of 44.6 g/L in a 5 L fermenter, representing the highest secretory expression level of acid proteases in K. phaffii ever reported. The optimal conditions of AopepA were pH 3.0 and 50 °C. AopepA demonstrated broad hydrolysis activity towards various protein substrates. It efficiently degraded soybean meal proteins into low molecular weight (Mw < 1 kDa, accounting for 82 %) oligopeptides to enhance protein utilization. This study provides valuable insights into improving the secretory expression of acid proteases in K. phaffii and identifies a suitable acid protease for enhancing soybean meal protein utilization.
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Affiliation(s)
- Yibin Xue
- Key Laboratory of Food Bioengineering (China National Light Industry), College of Food Science & Nutritional Engineering, China Agricultural University, Beijing 100083, China
| | - Qiaojuan Yan
- College of Engineering, China Agricultural University, Beijing 100083, China.
| | - Xueting Tian
- Key Laboratory of Food Bioengineering (China National Light Industry), College of Food Science & Nutritional Engineering, China Agricultural University, Beijing 100083, China; Food Laboratory of Zhongyuan, Luohe 462300, Henan, China
| | - Dong Han
- Key Laboratory of Food Bioengineering (China National Light Industry), College of Food Science & Nutritional Engineering, China Agricultural University, Beijing 100083, China
| | - Zhengqiang Jiang
- Key Laboratory of Food Bioengineering (China National Light Industry), College of Food Science & Nutritional Engineering, China Agricultural University, Beijing 100083, China; Food Laboratory of Zhongyuan, Luohe 462300, Henan, China.
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Wang BR, Zhi WX, Han SY, Zhao HF, Liu YX, Xu SY, Zhang YH, Mu ZS. Adaptability to the environment of protease by secondary structure changes and application to enzyme-selective hydrolysis. Int J Biol Macromol 2024; 278:134969. [PMID: 39179060 DOI: 10.1016/j.ijbiomac.2024.134969] [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: 06/17/2024] [Revised: 08/05/2024] [Accepted: 08/20/2024] [Indexed: 08/26/2024]
Abstract
The reactions involving enzymes are significantly influenced by various environmental factors. Clarity of how the activity and structure of proteases impact their function is crucial for more efficient application of enzymes as a tool. The impact of temperature, pH, and ionic strength on changes in protease activity, secondary structure, and protein conformation during enzymatic hydrolysis were investigated in this study. The enzymatic activity and secondary structure of acid-base protease were found to undergo significant modifications under different physical conditions, as demonstrated by UV spectrophotometry and FTIR spectroscopy analysis. Specifically, variations in α-helix and β-fold content were observed to correlate with changes in enzyme activity. Molecular simulation analysis revealed that physical conditions have varying effects on the protease, particularly influencing enzyme activity and secondary structure. Evaluation of the proteases indicated alterations in both enzyme activity and structure. This treatment selectively hydrolyzed β-lactoglobulin and reduced sensitization. These findings offer novel perspectives on the functionalities and regulatory mechanisms of proteases, as well as potential industrial applications.
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Affiliation(s)
- Bao-Rong Wang
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, PR China; Department of Food Science, Northeast Agricultural University, Harbin 150030, PR China
| | - Wen-Xiu Zhi
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, PR China; Department of Food Science, Northeast Agricultural University, Harbin 150030, PR China
| | - Si-Yi Han
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, PR China; Department of Food Science, Northeast Agricultural University, Harbin 150030, PR China
| | - Hong-Fu Zhao
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, PR China; Department of Food Science, Northeast Agricultural University, Harbin 150030, PR China
| | - Ye-Xuan Liu
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, PR China; Department of Food Science, Northeast Agricultural University, Harbin 150030, PR China
| | - Shi-Yao Xu
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, PR China; Department of Food Science, Northeast Agricultural University, Harbin 150030, PR China
| | - Ying-Hua Zhang
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, PR China; Department of Food Science, Northeast Agricultural University, Harbin 150030, PR China.
| | - Zhi-Shen Mu
- Inner Mongolia Enterprise Key Laboratory of Dairy Nutrition, Health & Safety, Inner Mongolia Mengniu Dairy (Group) Co., Ltd., Huhhot 011500, PR China.
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Zhu X, Zhao YF, Wen HJ, Lu Y, You S, Herman RA, Wang J. Silkworm pupae protein co-degradation by magnetic nanoparticles immobilized proteinase K and Mucor circinelloides aspartic protease for further utilization of sericulture by-products. ENVIRONMENTAL RESEARCH 2024; 249:118385. [PMID: 38331140 DOI: 10.1016/j.envres.2024.118385] [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: 12/09/2023] [Revised: 01/18/2024] [Accepted: 01/30/2024] [Indexed: 02/10/2024]
Abstract
Silkworm pupae, by-product of sericulture industry, is massively discarded. The degradation rate of silkworm pupae protein is critical to further employment, which reduces the impact of waste on the environment. Herein, magnetic Janus mesoporous silica nanoparticles immobilized proteinase K mutant T206M and Mucor circinelloides aspartic protease were employed in the co-degradation. The thermostability of T206M improved by enhancing structural rigidity (t1/2 by 30 min and T50 by 5 °C), prompting the degradation efficiency. At 65 °C and pH 7, degradation rate reached the highest of 61.7%, which improved by 26% compared with single free protease degradation. Besides, the immobilized protease is easy to separate and reuse, which maintains 50% activity after 10 recycles. Therefore, immobilized protease co-degradation was first applied to the development and utilization of silkworm pupae resulting in the release of promising antioxidant properties and reduces the environmental impact by utilizing a natural and renewable resource.
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Affiliation(s)
- Xuan Zhu
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212100, China
| | - Yi-Fan Zhao
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212100, China
| | - Hong-Jian Wen
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212100, China
| | - Yu Lu
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212100, China
| | - Shuai You
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212100, China; Key Laboratory of Silkworm and Mulberry Genetic Improvement, Ministry of Agriculture and Rural Affairs, The Sericultural Research Institute, Chinese Academy of Agricultural Sciences, Zhenjiang, 212100, China
| | - Richard Ansah Herman
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212100, China; Key Laboratory of Silkworm and Mulberry Genetic Improvement, Ministry of Agriculture and Rural Affairs, The Sericultural Research Institute, Chinese Academy of Agricultural Sciences, Zhenjiang, 212100, China
| | - Jun Wang
- Jiangsu Key Laboratory of Sericultural Biology and Biotechnology, School of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang, 212100, China; Key Laboratory of Silkworm and Mulberry Genetic Improvement, Ministry of Agriculture and Rural Affairs, The Sericultural Research Institute, Chinese Academy of Agricultural Sciences, Zhenjiang, 212100, China.
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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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Song P, Zhang X, Wang S, Xu W, Wang F, Fu R, Wei F. Microbial proteases and their applications. Front Microbiol 2023; 14:1236368. [PMID: 37779686 PMCID: PMC10537240 DOI: 10.3389/fmicb.2023.1236368] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 08/30/2023] [Indexed: 10/03/2023] Open
Abstract
Proteases (proteinases or peptidases) are a class of hydrolases that cleave peptide chains in proteins. Endopeptidases are a type of protease that hydrolyze the internal peptide bonds of proteins, forming shorter peptides; exopeptidases hydrolyze the terminal peptide bonds from the C-terminal or N-terminal, forming free amino acids. Microbial proteases are a popular instrument in many industrial applications. In this review, the classification, detection, identification, and sources of microbial proteases are systematically introduced, as well as their applications in food, detergents, waste treatment, and biotechnology processes in the industry fields. In addition, recent studies on techniques used to express heterologous microbial proteases are summarized to describe the process of studying proteases. Finally, future developmental trends for microbial proteases are discussed.
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Affiliation(s)
- Peng Song
- College of Life Sciences, Liaocheng University, Liaocheng, China
- Shandong Aobo Biotech Co. Ltd., Liaocheng, China
- Jiangxi Zymerck Biotech Co. Ltd., Nanchang, China
| | - Xue Zhang
- College of Life Sciences, Liaocheng University, Liaocheng, China
| | - Shuhua Wang
- Shandong Aobo Biotech Co. Ltd., Liaocheng, China
| | - Wei Xu
- College of Life Sciences, Liaocheng University, Liaocheng, China
| | - Fei Wang
- College of Life Sciences, Liaocheng University, Liaocheng, China
| | - Rongzhao Fu
- Jiangxi Zymerck Biotech Co. Ltd., Nanchang, China
| | - Feng Wei
- College of Life Sciences, Liaocheng University, Liaocheng, 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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Ozyilmaz G, Gunay E. Clarification of apple, grape and pear juices by co-immobilized amylase, pectinase and cellulase. Food Chem 2023; 398:133900. [DOI: 10.1016/j.foodchem.2022.133900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 05/17/2022] [Accepted: 08/06/2022] [Indexed: 10/15/2022]
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11
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Ahmed U, Pfannstiel J, Stressler T, Eisele T. Purification and characterization of a fungal aspartic peptidase from Trichoderma reesei and its application for food and animal feed protein hydrolyses. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2022; 102:5190-5199. [PMID: 35289936 DOI: 10.1002/jsfa.11871] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 03/08/2022] [Accepted: 03/15/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND Various neutral and alkaline peptidases are commercially available for use in protein hydrolysis under neutral to alkaline conditions. However, the hydrolysis of proteins under acidic conditions by applying fungal aspartic peptidases (FAPs) has not been investigated in depth so far. The aim of this study, thus, was to purify a FAP from the commercial enzyme preparation, ROHALASE® BXL, determine its biochemical characteristics, and investigate its application for the hydrolysis of food and animal feed proteins under acidic conditions. RESULTS A Trichoderma reesei derived FAP, with an apparent molecular mass of 45.8 kDa (sodium dodecyl sulfate-polyacrylamide gel electrophoresis; SDS-PAGE) was purified 13.8-fold with a yield of 37% from ROHALASE® BXL. The FAP was identified as an aspartate protease (UniProt ID: G0R8T0) by inhibition and nano-LC-ESI-MS/MS studies. The FAP showed the highest activity at 50°C and pH 4.0. Monovalent cations, organic solvents, and reducing agents were tolerated well by the FAP. The FAP underwent an apparent competitive product inhibition by soy protein hydrolysate and whey protein hydrolysate with apparent Ki -values of 1.75 and 30.2 mg*mL-1 , respectively. The FAP showed promising results in food (soy protein isolate and whey protein isolate) and animal feed protein hydrolyses. For the latter, an increase in the soluble protein content of 109% was noted after 30 min. CONCLUSION Our results demonstrate the applicability of fungal aspartic endopeptidases in the food and animal feed industry. Efficient protein hydrolysis of industrially relevant substrates such as acidic whey or animal feed proteins could be conducted by applying fungal aspartic peptidases. © 2022 Society of Chemical Industry.
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Affiliation(s)
- Uzair Ahmed
- Hochschule Offenburg, Fakultät Maschinenbau und Verfahrenstechnik, Offenburg, Germany
| | - Jens Pfannstiel
- Mass Spectrometry Unit, Universität Hohenheim, Stuttgart, Germany
| | | | - Thomas Eisele
- Hochschule Offenburg, Fakultät Maschinenbau und Verfahrenstechnik, Offenburg, Germany
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12
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High-level expression and improved pepsin activity by enhancing the conserved domain stability based on a scissor-like model. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2022.113877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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13
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Lei LR, Gong LQ, Jin MY, Wang R, Liu R, Gao J, Liu MD, Huang L, Wang GZ, Wang D, Deng Y. Research advances in the structures and biological activities of secondary metabolites from Talaromyces. Front Microbiol 2022; 13:984801. [PMID: 36060779 PMCID: PMC9437523 DOI: 10.3389/fmicb.2022.984801] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Accepted: 07/28/2022] [Indexed: 11/30/2022] Open
Abstract
The genus Talaromyces belongs to the phylum Ascomycota of the kingdom Fungi. Studies have shown that Talaromyces species yield many kinds of secondary metabolites, including esters, terpenes, steroids, alkaloids, polyketides, and anthraquinones, some of which have biological activities such as anti-inflammatory, bacteriostatic, and antitumor activities. The chemical constituents of fungi belonging to the genus Talaromyces that have been studied by researchers over the past several years, as well as their biological activities, are reviewed here to provide a reference for the development of high-value natural products and innovative uses of these resources.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Dong Wang
- State Key Laboratory of Characteristic Chinese Medicine Resource of Southwest China, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Yun Deng
- State Key Laboratory of Characteristic Chinese Medicine Resource of Southwest China, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China
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14
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Wang S, Zhang P, Xue Y, Yan Q, Li X, Jiang Z. Characterization of a Novel Aspartic Protease from Rhizomucor miehei Expressed in Aspergillus niger and Its Application in Production of ACE-Inhibitory Peptides. Foods 2021; 10:foods10122949. [PMID: 34945499 PMCID: PMC8701012 DOI: 10.3390/foods10122949] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 11/19/2021] [Accepted: 11/22/2021] [Indexed: 11/16/2022] Open
Abstract
Rhizomucor miehei is an important fungus that produces aspartic proteases suitable for cheese processing. In this study, a novel aspartic protease gene (RmproB) was cloned from R. miehei CAU432 and expressed in Aspergillus niger. The amino acid sequence of RmproB shared the highest identity of 58.2% with the saccharopepsin PEP4 from Saccharomyces cerevisiae. High protease activity of 1242.2 U/mL was obtained through high density fermentation in 5 L fermentor. RmproB showed the optimal activity at pH 2.5 and 40 °C, respectively. It was stable within pH 1.5-6.5 and up to 45 °C. RmproB exhibited broad substrate specificity and had Km values of 3.16, 5.88, 5.43, and 1.56 mg/mL for casein, hemoglobin, myoglobin, and bovine serum albumin, respectively. RmproB also showed remarkable milk-clotting activity of 3894.1 SU/mg and identified the cleavage of Lys21-Ile22, Leu32-Ser33, Lys63-Pro64, Leu79-Ser80, Phe105-Met106, and Asp148-Ser149 bonds in κ-casein. Moreover, duck hemoglobin was hydrolyzed by RmproB to prepare angiotensin-I-converting enzyme (ACE) inhibitory peptides with high ACE-inhibitory activity (IC50 of 0.195 mg/mL). The duck hemoglobin peptides were further produced at kilo-scale with a yield of 62.5%. High-level expression and favorable biochemical characterization of RmproB make it a promising candidate for cheese processing and production of ACE-inhibitory peptides.
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Affiliation(s)
- Shounan Wang
- Department of Nutrition and Health, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; (S.W.); (Y.X.)
| | - Peng Zhang
- Key Laboratory of Food Bioengineering (China National Light Industry), College of Engineering, China Agricultural University, Beijing 100083, China; (P.Z.); (X.L.)
| | - Yibin Xue
- Department of Nutrition and Health, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; (S.W.); (Y.X.)
| | - Qiaojuan Yan
- Key Laboratory of Food Bioengineering (China National Light Industry), College of Engineering, China Agricultural University, Beijing 100083, China; (P.Z.); (X.L.)
- Correspondence: (Q.Y.); (Z.J.); Tel.: +86-10-6273-7689 (Z.J.); Fax: +86-10-8238-8508 (Z.J.)
| | - Xue Li
- Key Laboratory of Food Bioengineering (China National Light Industry), College of Engineering, China Agricultural University, Beijing 100083, China; (P.Z.); (X.L.)
| | - Zhengqiang Jiang
- Department of Nutrition and Health, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; (S.W.); (Y.X.)
- Correspondence: (Q.Y.); (Z.J.); Tel.: +86-10-6273-7689 (Z.J.); Fax: +86-10-8238-8508 (Z.J.)
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15
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Guo Y, Li X, Jia W, Huang F, Liu Y, Zhang C. Characterization of an intracellular aspartic protease (PsAPA) from Penicillium sp. XT7 and its application in collagen extraction. Food Chem 2021; 345:128834. [PMID: 33348133 DOI: 10.1016/j.foodchem.2020.128834] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Revised: 11/09/2020] [Accepted: 12/03/2020] [Indexed: 01/19/2023]
Abstract
An intracellular aspartic protease, PsAPA, was identified from Penicillium sp. XT7. This protease was belonged to penicillopepsin and was expressed in Pichia pastoris GS115. The recombinant PsAPA had a specific activity of 4289.7 ± 261.7 U/mg. The pH and temperature maxima of the enzyme were 3.0 and 30 °C, respectively. The PsAPA was stable in the pH range from 3.0 to 6.0 and was completely inactivated after incubation at 50 °C for 15 min. Presence of Mn2+ and Cu2+ increased the proteolytic activity and β-mercaptoethanol and SDS showed inhibitory effects, whereas 0.05 M pepstatin A strongly inhibited it. PsAPA could effectively hydrolyze animal proteins, including myoglobin, and hemoglobin but not collagens. PsAPA increased the yield of collagen extraction compared to the acid extraction method. The above properties show that the novel low-temperature acidic protease, PsAPA, is comparable to commercial proteases (porcine pepsin) and has great potential for collagen extraction.
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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
| | - Xia Li
- 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
| | - Feng Huang
- 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
| | - Yunhe Liu
- 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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16
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Guo Y, Tu T, Zheng J, Ren Y, Wang Y, Bai Y, Su X, Wang Y, Yao B, Huang H, Luo H. A novel thermostable aspartic protease from Talaromyces leycettanus and its specific autocatalytic activation through an intermediate transition state. Appl Microbiol Biotechnol 2020; 104:4915-4926. [DOI: 10.1007/s00253-020-10569-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 03/06/2020] [Accepted: 03/20/2020] [Indexed: 01/19/2023]
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17
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Pereira WES, da Silva RR, de Amo GS, Ruller R, Kishi LT, Boscolo M, Gomes E, da Silva R. A Collagenolytic Aspartic Protease from Thermomucor indicae-seudaticae Expressed in Escherichia coli and Pichia pastoris. Appl Biochem Biotechnol 2020; 191:1258-1270. [PMID: 32086706 DOI: 10.1007/s12010-020-03292-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Accepted: 02/13/2020] [Indexed: 01/19/2023]
Abstract
Proteases are produced by the most diverse microorganisms and have a wide spectrum of applications. However, the use of wild microorganisms, mainly fungi, for enzyme production has some drawbacks. They are subject to physiological instability due to metabolic adaptations, causing complications and impairments in the production process. Thus, the objective of this work was to promote the heterologous expression of a collagenolytic aspartic protease (ProTiN31) from Thermomucor indicae seudaticae in Escherichia coli and Pichia pastoris. The pET_28a (+) and pPICZαA vectors were synthesized containing the gene of the enzyme and transformed into E. coli and P. pastoris, respectively. The recombinant enzymes produced by E. coli and P. pastoris showed maximum activity at pH 5.0 and 50 °C, and pH 5.0 and 60 °C, respectively. The enzyme produced by P. pastoris showed better thermostability when compared to that produced by E. coli. Both enzymes were stable at pH 6.0 and 6.5 for 24 h at 4 °C, and sensitive to pepstatin A, β-mercaptoethanol, and Hg2+. Comparing the commercial collagen hydrolysate (Artrogen duo/Brazil) and gelatin degradation using protease from P. pastoris, they showed similar peptide profiles. There are its potential applications in a wide array of industrial sectors that use collagenolytic enzymes.
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Affiliation(s)
- Waldir Eduardo Simioni Pereira
- Instituto de Biociências Letras e Ciências Exatas (Ibilce), Câmpus São José do Rio Preto, Universidade Estadual Paulista (Unesp), São Paulo, Brazil
| | - Ronivaldo Rodrigues da Silva
- Instituto de Biociências Letras e Ciências Exatas (Ibilce), Câmpus São José do Rio Preto, Universidade Estadual Paulista (Unesp), São Paulo, Brazil
| | - Gabriela Salvador de Amo
- Instituto Federal de Educação, Ciência e Tecnologia de São Paulo campus Catanduva, Catanduva, São Paulo, Brazil
| | - Roberto Ruller
- Universidade Federal de Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil
| | | | - Maurício Boscolo
- Instituto de Biociências Letras e Ciências Exatas (Ibilce), Câmpus São José do Rio Preto, Universidade Estadual Paulista (Unesp), São Paulo, Brazil
| | - Eleni Gomes
- Instituto de Biociências Letras e Ciências Exatas (Ibilce), Câmpus São José do Rio Preto, Universidade Estadual Paulista (Unesp), São Paulo, Brazil
| | - Roberto da Silva
- Instituto de Biociências Letras e Ciências Exatas (Ibilce), Câmpus São José do Rio Preto, Universidade Estadual Paulista (Unesp), São Paulo, Brazil.
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Purushothaman K, Bhat SK, Singh SA, Marathe GK, Appu Rao ARG. Aspartic protease from Aspergillus niger: Molecular characterization and interaction with pepstatin A. Int J Biol Macromol 2019; 139:199-212. [DOI: 10.1016/j.ijbiomac.2019.07.133] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 07/12/2019] [Accepted: 07/22/2019] [Indexed: 01/19/2023]
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19
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Guo Y, Tu T, Zheng J, Bai Y, Huang H, Su X, Wang Y, Wang Y, Yao B, Luo H. Improvement of BsAPA Aspartic Protease Thermostability via Autocatalysis-Resistant Mutation. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2019; 67:10505-10512. [PMID: 31462045 DOI: 10.1021/acs.jafc.9b03959] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
An aspartic protease gene (Bsapa) was cloned from Bispora sp. MEY-1 and expressed in Pichia pastoris. The recombinant BsAPA showed maximal activity at pH 3.0 and 75 °C and remained stable at 70 °C and below, indicating the thermostable nature of BsAPA. However, heat inactivation still limits the application of BsAPA. To further improve its thermostability, an autocatalysis site (L205-F206) in BsAPA was identified and three mutants (F193W, K204P, and A371V) were generated based on the analysis of the structure neighboring the autocatalysis site. These mutants have improved thermostability, and their half-life at 75 °C increased by 0.5-, 0.2-, and 0.3-fold, respectively. A triple-site mutant (F193W/K204P/A371V) was generated, with 1.5-fold increased half-life at 80 and a 10.7 °C increased Tm, compared with those of the wild-type. These results indicate that autocatalysis of aspartic protease reduces enzyme thermostability. Furthermore, site-directed mutagenesis at regions near the autocatalysis site is an efficient approach to improve aspartic protease thermostability.
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Affiliation(s)
- Yujie Guo
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute , Chinese Academy of Agricultural Sciences , No. 18 12 Zhongguancun South Street , Beijing 100081 , P. R. China
| | - Tao Tu
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute , Chinese Academy of Agricultural Sciences , No. 18 12 Zhongguancun South Street , Beijing 100081 , P. R. China
| | - Jie Zheng
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute , Chinese Academy of Agricultural Sciences , No. 18 12 Zhongguancun South Street , Beijing 100081 , P. R. China
| | - Yingguo Bai
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute , Chinese Academy of Agricultural Sciences , No. 18 12 Zhongguancun South Street , Beijing 100081 , P. R. China
| | - Huoqing Huang
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute , Chinese Academy of Agricultural Sciences , No. 18 12 Zhongguancun South Street , Beijing 100081 , P. R. China
| | - Xiaoyun Su
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute , Chinese Academy of Agricultural Sciences , No. 18 12 Zhongguancun South Street , Beijing 100081 , P. R. China
| | - Yuan Wang
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute , Chinese Academy of Agricultural Sciences , No. 18 12 Zhongguancun South Street , Beijing 100081 , P. R. China
| | - Yaru Wang
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute , Chinese Academy of Agricultural Sciences , No. 18 12 Zhongguancun South Street , Beijing 100081 , P. R. China
| | - Bin Yao
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute , Chinese Academy of Agricultural Sciences , No. 18 12 Zhongguancun South Street , Beijing 100081 , P. R. China
| | - Huiying Luo
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute , Chinese Academy of Agricultural Sciences , No. 18 12 Zhongguancun South Street , Beijing 100081 , P. R. China
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