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Zhi WX, Wang BR, Zhou J, Qiu YC, Lu SY, Yu JZ, Zhang YH, Mu ZS. Rapid and accurate quantification of trypsin activity using integrated infrared and ultraviolet spectroscopy with data fusion techniques. Int J Biol Macromol 2024; 278:135017. [PMID: 39182867 DOI: 10.1016/j.ijbiomac.2024.135017] [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: 05/26/2024] [Revised: 08/05/2024] [Accepted: 08/21/2024] [Indexed: 08/27/2024]
Abstract
Proteases play a crucial role in industrial enzyme formulations, with activity fluctuations significantly impacting product quality and yield. Therefore, developing a method for precise and rapid detection of protease activity is paramount. This study aimed to develop a rapid and accurate method for quantifying trypsin activity using integrated infrared (IR) and ultraviolet (UV) spectroscopy combined with data fusion techniques. The developed method evaluates the enzymatic activity of trypsin under varying conditions, including temperature, pH, and ionic strength. By comparing different data fusion methods, the study identifies the optimal model for accurate enzyme activity prediction. The results demonstrated significant improvements in predictive performance using the feature-level data fusion approach. Additionally, substituting the spectral data of the samples in the validation sets into the best prediction model resulted in a minimal residual difference between predicted and true values, further verifying the model's accuracy and reliability. This innovative approach offers a practical solution for the efficient and precise quantification of enzyme activity, with broad applications in industrial processes.
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Affiliation(s)
- 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
| | - 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
| | - Jie Zhou
- 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-Chao Qiu
- 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-Yu Lu
- 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
| | - Jing-Zhi Yu
- 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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Mao Y, Fan R, Li R, Ye X, Kulozik U. Flow-through enzymatic reactors using polymer monoliths: From motivation to application. Electrophoresis 2020; 42:2599-2614. [PMID: 33314167 DOI: 10.1002/elps.202000266] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2020] [Revised: 11/01/2020] [Accepted: 12/04/2020] [Indexed: 11/06/2022]
Abstract
The application of monolithic materials as carriers for enzymes has rapidly expanded to the realization of flow-through analysis and bioconversion processes. This expansion is partly attributed to the absence from diffusion limitation in many monoliths-based enzyme reactors. Particularly, the relatively ease of introducing functional groups renders polymer monoliths attractive as enzyme carriers. After summarizing the motivation to develop enzymatic reactors using polymer monoliths, this review reports the most recent applications of such reactors. Besides, the present review focuses on the crucial characteristics of polymer monoliths affecting the immobilization of enzymes and the processing parameters dictating the performance of the resulting enzymatic reactors. This review is intended to provide a guideline for designing and applying flow-through enzymatic reactors using polymer monoliths.
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Affiliation(s)
- Yuhong Mao
- Fujian Key Laboratory of Marine Enzyme Engineering, College of Biological Science and Technology, Fuzhou University, Fuzhou, Fujian, P. R. China
| | - Rong Fan
- Institute of Bioprocess Engineering and Pharmaceutical Technology, University of Applied Sciences Mittelhessen, Giessen, Germany
| | - Renkuan Li
- Fujian Key Laboratory of Marine Enzyme Engineering, College of Biological Science and Technology, Fuzhou University, Fuzhou, Fujian, P. R. China
| | - Xiuyun Ye
- Fujian Key Laboratory of Marine Enzyme Engineering, College of Biological Science and Technology, Fuzhou University, Fuzhou, Fujian, P. R. China
| | - Ulrich Kulozik
- Chair of Food and Bioprocess Engineering, Technical University of Munich, Freising-Weihenstephan, Germany
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Gabriele F, Goracci L, Germani R, Spreti N. Refining the model to design α-chymotrypsin superactivators: the role of the binding mode of quaternary ammonium salts. NEW J CHEM 2020. [DOI: 10.1039/d0nj04676k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Modelling, synthesis and kinetic studies were combined to investigate the interactions responsible for the superactivation of α-chymotrypsin by ammonium-based additives.
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Affiliation(s)
- Francesco Gabriele
- Department of Physical and Chemical Sciences
- University of L'Aquila
- I-67100 Coppito
- Italy
| | - Laura Goracci
- Department of Chemistry
- Biology and Biotechnology
- University of Perugia
- Perugia
- Italy
| | - Raimondo Germani
- Department of Chemistry
- Biology and Biotechnology
- University of Perugia
- Perugia
- Italy
| | - Nicoletta Spreti
- Department of Physical and Chemical Sciences
- University of L'Aquila
- I-67100 Coppito
- Italy
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Ospina V, Bernal C, Mesa M. Thermal Hyperactivation and Stabilization of β-Galactosidase from Bacillus circulans through a Silica Sol–Gel Process Mediated by Chitosan–Metal Chelates. ACS APPLIED BIO MATERIALS 2019; 2:3380-3392. [DOI: 10.1021/acsabm.9b00371] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Viviana Ospina
- Grupo Ciencia de los Materiales, Instituto de Química, Facultad de Ciencias Exactas y Naturales, Universidad de Antioquia, UdeA, Calle 70 no. 52-21, Medellín 1226, Colombia
| | - Claudia Bernal
- Instituto de Investigación Multidisciplinario en Ciencia y Tecnología, Tecnología Enzimática para Bioprocesos, Departamento de Ingeniería de Alimentos, Universidad de La Serena, Raul Bitran, La Serena 1305,Chile
| | - Monica Mesa
- Grupo Ciencia de los Materiales, Instituto de Química, Facultad de Ciencias Exactas y Naturales, Universidad de Antioquia, UdeA, Calle 70 no. 52-21, Medellín 1226, Colombia
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Ferreira EA, Rodezno SVA, Omori ÁT, Cunha RLOR. A study on the enzyme catalysed enantioselective hydrolysis of methyl 2-methyl-4-oxopentanoate, a precursor of chiral γ-butyrolactones. BIOCATAL BIOTRANSFOR 2018. [DOI: 10.1080/10242422.2018.1502274] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Edgard A. Ferreira
- Centro de Ciências Naturais e Humanas, Universidade Federal do ABC, Santo André, Brasil
- Escola de Engenharia, Universidade Presbiteriana Mackenzie, São Paulo, Brasil
| | - Sindy V. A. Rodezno
- Centro de Ciências Naturais e Humanas, Universidade Federal do ABC, Santo André, Brasil
| | - Álvaro T. Omori
- Centro de Ciências Naturais e Humanas, Universidade Federal do ABC, Santo André, Brasil
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